id sid tid token lemma pos cord-336496-ib26nqjz 1 1 key key NNP cord-336496-ib26nqjz 1 2 : : : cord-336496-ib26nqjz 1 3 cord-336496-ib26nqjz cord-336496-ib26nqjz NNP cord-336496-ib26nqjz 1 4 authors author NNS cord-336496-ib26nqjz 1 5 : : : cord-336496-ib26nqjz 1 6 Coulson Coulson NNP cord-336496-ib26nqjz 1 7 , , , cord-336496-ib26nqjz 1 8 N. N. NNP cord-336496-ib26nqjz 1 9 Edward Edward NNP cord-336496-ib26nqjz 1 10 ; ; : cord-336496-ib26nqjz 1 11 McCoy McCoy NNP cord-336496-ib26nqjz 1 12 , , , cord-336496-ib26nqjz 1 13 Shawn Shawn NNP cord-336496-ib26nqjz 1 14 J. J. NNP cord-336496-ib26nqjz 1 15 ; ; : cord-336496-ib26nqjz 1 16 McDonough McDonough NNP cord-336496-ib26nqjz 1 17 , , , cord-336496-ib26nqjz 1 18 Ian Ian NNP cord-336496-ib26nqjz 1 19 K. K. NNP cord-336496-ib26nqjz 1 20 title title NN cord-336496-ib26nqjz 1 21 : : : cord-336496-ib26nqjz 1 22 Economic economic JJ cord-336496-ib26nqjz 1 23 Diversification Diversification NNP cord-336496-ib26nqjz 1 24 and and CC cord-336496-ib26nqjz 1 25 The the DT cord-336496-ib26nqjz 1 26 Resiliency Resiliency NNP cord-336496-ib26nqjz 1 27 Hypothesis Hypothesis NNP cord-336496-ib26nqjz 1 28 : : : cord-336496-ib26nqjz 1 29 Evidence evidence NN cord-336496-ib26nqjz 1 30 from from IN cord-336496-ib26nqjz 1 31 the the DT cord-336496-ib26nqjz 1 32 Impact Impact NNP cord-336496-ib26nqjz 1 33 of of IN cord-336496-ib26nqjz 1 34 Natural Natural NNP cord-336496-ib26nqjz 1 35 Disasters Disasters NNPS cord-336496-ib26nqjz 1 36 on on IN cord-336496-ib26nqjz 1 37 Regional regional JJ cord-336496-ib26nqjz 1 38 Housing Housing NNP cord-336496-ib26nqjz 1 39 Values Values NNPS cord-336496-ib26nqjz 1 40 date date NN cord-336496-ib26nqjz 1 41 : : : cord-336496-ib26nqjz 1 42 2020 2020 CD cord-336496-ib26nqjz 1 43 - - HYPH cord-336496-ib26nqjz 1 44 08 08 CD cord-336496-ib26nqjz 1 45 - - SYM cord-336496-ib26nqjz 1 46 30 30 CD cord-336496-ib26nqjz 1 47 journal journal NN cord-336496-ib26nqjz 1 48 : : : cord-336496-ib26nqjz 2 1 Reg Reg NNP cord-336496-ib26nqjz 2 2 Sci Sci NNP cord-336496-ib26nqjz 2 3 Urban Urban NNP cord-336496-ib26nqjz 2 4 Econ Econ NNP cord-336496-ib26nqjz 2 5 DOI DOI NNP cord-336496-ib26nqjz 2 6 : : : cord-336496-ib26nqjz 2 7 10.1016 10.1016 CD cord-336496-ib26nqjz 2 8 / / SYM cord-336496-ib26nqjz 2 9 j.regsciurbeco.2020.103581 j.regsciurbeco.2020.103581 NN cord-336496-ib26nqjz 2 10 sha sha NNP cord-336496-ib26nqjz 2 11 : : : cord-336496-ib26nqjz 2 12 d8242cdb172661b354d026d17196095720e4b7c0 d8242cdb172661b354d026d17196095720e4b7c0 NNP cord-336496-ib26nqjz 2 13 doc_id doc_id CD cord-336496-ib26nqjz 2 14 : : : cord-336496-ib26nqjz 2 15 336496 336496 CD cord-336496-ib26nqjz 2 16 cord_uid cord_uid NNS cord-336496-ib26nqjz 2 17 : : : cord-336496-ib26nqjz 2 18 ib26nqjz ib26nqjz JJ cord-336496-ib26nqjz 3 1 We -PRON- PRP cord-336496-ib26nqjz 3 2 estimate estimate VBP cord-336496-ib26nqjz 3 3 the the DT cord-336496-ib26nqjz 3 4 effect effect NN cord-336496-ib26nqjz 3 5 regional regional JJ cord-336496-ib26nqjz 3 6 economic economic JJ cord-336496-ib26nqjz 3 7 diversification diversification NN cord-336496-ib26nqjz 3 8 has have VBZ cord-336496-ib26nqjz 3 9 on on IN cord-336496-ib26nqjz 3 10 the the DT cord-336496-ib26nqjz 3 11 resiliency resiliency NN cord-336496-ib26nqjz 3 12 of of IN cord-336496-ib26nqjz 3 13 the the DT cord-336496-ib26nqjz 3 14 U.S. U.S. NNP cord-336496-ib26nqjz 3 15 housing housing NN cord-336496-ib26nqjz 3 16 market market NN cord-336496-ib26nqjz 3 17 treating treat VBG cord-336496-ib26nqjz 3 18 the the DT cord-336496-ib26nqjz 3 19 spatial spatial JJ cord-336496-ib26nqjz 3 20 and and CC cord-336496-ib26nqjz 3 21 temporal temporal JJ cord-336496-ib26nqjz 3 22 variation variation NN cord-336496-ib26nqjz 3 23 in in IN cord-336496-ib26nqjz 3 24 natural natural JJ cord-336496-ib26nqjz 3 25 disasters disaster NNS cord-336496-ib26nqjz 3 26 as as IN cord-336496-ib26nqjz 3 27 exogenous exogenous JJ cord-336496-ib26nqjz 3 28 shocks shock NNS cord-336496-ib26nqjz 3 29 to to IN cord-336496-ib26nqjz 3 30 regional regional JJ cord-336496-ib26nqjz 3 31 economies economy NNS cord-336496-ib26nqjz 3 32 . . . cord-336496-ib26nqjz 4 1 Our -PRON- PRP$ cord-336496-ib26nqjz 4 2 study study NN cord-336496-ib26nqjz 4 3 demonstrates demonstrate VBZ cord-336496-ib26nqjz 4 4 that that IN cord-336496-ib26nqjz 4 5 diversity diversity NN cord-336496-ib26nqjz 4 6 dampens dampen VBZ cord-336496-ib26nqjz 4 7 both both CC cord-336496-ib26nqjz 4 8 the the DT cord-336496-ib26nqjz 4 9 magnitude magnitude NN cord-336496-ib26nqjz 4 10 and and CC cord-336496-ib26nqjz 4 11 the the DT cord-336496-ib26nqjz 4 12 duration duration NN cord-336496-ib26nqjz 4 13 of of IN cord-336496-ib26nqjz 4 14 the the DT cord-336496-ib26nqjz 4 15 effects effect NNS cord-336496-ib26nqjz 4 16 of of IN cord-336496-ib26nqjz 4 17 a a DT cord-336496-ib26nqjz 4 18 disaster disaster NN cord-336496-ib26nqjz 4 19 on on IN cord-336496-ib26nqjz 4 20 local local JJ cord-336496-ib26nqjz 4 21 real real JJ cord-336496-ib26nqjz 4 22 estate estate NN cord-336496-ib26nqjz 4 23 values value NNS cord-336496-ib26nqjz 4 24 . . . cord-336496-ib26nqjz 5 1 Implications implication NNS cord-336496-ib26nqjz 5 2 of of IN cord-336496-ib26nqjz 5 3 our -PRON- PRP$ cord-336496-ib26nqjz 5 4 findings finding NNS cord-336496-ib26nqjz 5 5 for for IN cord-336496-ib26nqjz 5 6 the the DT cord-336496-ib26nqjz 5 7 potential potential JJ cord-336496-ib26nqjz 5 8 benefits benefit NNS cord-336496-ib26nqjz 5 9 of of IN cord-336496-ib26nqjz 5 10 diversification diversification NN cord-336496-ib26nqjz 5 11 in in IN cord-336496-ib26nqjz 5 12 regional regional JJ cord-336496-ib26nqjz 5 13 economies economy NNS cord-336496-ib26nqjz 5 14 are be VBP cord-336496-ib26nqjz 5 15 discussed discuss VBN cord-336496-ib26nqjz 5 16 . . . cord-336496-ib26nqjz 6 1 Volatility volatility NN cord-336496-ib26nqjz 6 2 in in IN cord-336496-ib26nqjz 6 3 local local JJ cord-336496-ib26nqjz 6 4 housing housing NN cord-336496-ib26nqjz 6 5 markets market NNS cord-336496-ib26nqjz 6 6 is be VBZ cord-336496-ib26nqjz 6 7 the the DT cord-336496-ib26nqjz 6 8 result result NN cord-336496-ib26nqjz 6 9 of of IN cord-336496-ib26nqjz 6 10 many many JJ cord-336496-ib26nqjz 6 11 factors factor NNS cord-336496-ib26nqjz 6 12 . . . cord-336496-ib26nqjz 7 1 Prominent prominent JJ cord-336496-ib26nqjz 7 2 among among IN cord-336496-ib26nqjz 7 3 these these DT cord-336496-ib26nqjz 7 4 are be VBP cord-336496-ib26nqjz 7 5 of of IN cord-336496-ib26nqjz 7 6 course course NN cord-336496-ib26nqjz 7 7 speculative speculative JJ cord-336496-ib26nqjz 7 8 demand demand NN cord-336496-ib26nqjz 7 9 ( ( -LRB- cord-336496-ib26nqjz 7 10 Goodman Goodman NNP cord-336496-ib26nqjz 7 11 and and CC cord-336496-ib26nqjz 7 12 Thibodeau Thibodeau NNP cord-336496-ib26nqjz 7 13 , , , cord-336496-ib26nqjz 7 14 2008 2008 CD cord-336496-ib26nqjz 7 15 ) ) -RRB- cord-336496-ib26nqjz 7 16 , , , cord-336496-ib26nqjz 7 17 but but CC cord-336496-ib26nqjz 7 18 the the DT cord-336496-ib26nqjz 7 19 condition condition NN cord-336496-ib26nqjz 7 20 of of IN cord-336496-ib26nqjz 7 21 the the DT cord-336496-ib26nqjz 7 22 local local JJ cord-336496-ib26nqjz 7 23 economy economy NN cord-336496-ib26nqjz 7 24 perhaps perhaps RB cord-336496-ib26nqjz 7 25 matters matter VBZ cord-336496-ib26nqjz 7 26 even even RB cord-336496-ib26nqjz 7 27 more more RBR cord-336496-ib26nqjz 7 28 . . . cord-336496-ib26nqjz 8 1 For for IN cord-336496-ib26nqjz 8 2 instance instance NN cord-336496-ib26nqjz 8 3 , , , cord-336496-ib26nqjz 8 4 the the DT cord-336496-ib26nqjz 8 5 extraordinary extraordinary JJ cord-336496-ib26nqjz 8 6 decline decline NN cord-336496-ib26nqjz 8 7 in in IN cord-336496-ib26nqjz 8 8 Las Las NNP cord-336496-ib26nqjz 8 9 Vegas Vegas NNP cord-336496-ib26nqjz 8 10 home home NN cord-336496-ib26nqjz 8 11 prices price NNS cord-336496-ib26nqjz 8 12 may may MD cord-336496-ib26nqjz 8 13 have have VB cord-336496-ib26nqjz 8 14 had have VBN cord-336496-ib26nqjz 8 15 its -PRON- PRP$ cord-336496-ib26nqjz 8 16 origin origin NN cord-336496-ib26nqjz 8 17 in in IN cord-336496-ib26nqjz 8 18 the the DT cord-336496-ib26nqjz 8 19 bursting bursting NN cord-336496-ib26nqjz 8 20 of of IN cord-336496-ib26nqjz 8 21 the the DT cord-336496-ib26nqjz 8 22 housing housing NN cord-336496-ib26nqjz 8 23 bubble bubble NN cord-336496-ib26nqjz 8 24 , , , cord-336496-ib26nqjz 8 25 but but CC cord-336496-ib26nqjz 8 26 the the DT cord-336496-ib26nqjz 8 27 momentum momentum NN cord-336496-ib26nqjz 8 28 of of IN cord-336496-ib26nqjz 8 29 that that DT cord-336496-ib26nqjz 8 30 decline decline NN cord-336496-ib26nqjz 8 31 was be VBD cord-336496-ib26nqjz 8 32 no no RB cord-336496-ib26nqjz 8 33 doubt doubt RB cord-336496-ib26nqjz 8 34 exacerbated exacerbate VBN cord-336496-ib26nqjz 8 35 by by IN cord-336496-ib26nqjz 8 36 the the DT cord-336496-ib26nqjz 8 37 national national JJ cord-336496-ib26nqjz 8 38 recession recession NN cord-336496-ib26nqjz 8 39 that that WDT cord-336496-ib26nqjz 8 40 followed follow VBD cord-336496-ib26nqjz 8 41 , , , cord-336496-ib26nqjz 8 42 which which WDT cord-336496-ib26nqjz 8 43 particularly particularly RB cord-336496-ib26nqjz 8 44 took take VBD cord-336496-ib26nqjz 8 45 its -PRON- PRP$ cord-336496-ib26nqjz 8 46 toll toll NN cord-336496-ib26nqjz 8 47 on on IN cord-336496-ib26nqjz 8 48 tourism tourism NN cord-336496-ib26nqjz 8 49 , , , cord-336496-ib26nqjz 8 50 upon upon IN cord-336496-ib26nqjz 8 51 which which WDT cord-336496-ib26nqjz 8 52 the the DT cord-336496-ib26nqjz 8 53 Las Las NNP cord-336496-ib26nqjz 8 54 Vegas Vegas NNP cord-336496-ib26nqjz 8 55 economy economy NN cord-336496-ib26nqjz 8 56 particularly particularly RB cord-336496-ib26nqjz 8 57 thrives thrive VBZ cord-336496-ib26nqjz 8 58 . . . cord-336496-ib26nqjz 9 1 The the DT cord-336496-ib26nqjz 9 2 lack lack NN cord-336496-ib26nqjz 9 3 of of IN cord-336496-ib26nqjz 9 4 diversity diversity NN cord-336496-ib26nqjz 9 5 in in IN cord-336496-ib26nqjz 9 6 Las Las NNP cord-336496-ib26nqjz 9 7 Vegas Vegas NNP cord-336496-ib26nqjz 9 8 ' ' POS cord-336496-ib26nqjz 9 9 economic economic JJ cord-336496-ib26nqjz 9 10 base base NN cord-336496-ib26nqjz 9 11 created create VBD cord-336496-ib26nqjz 9 12 singular singular JJ cord-336496-ib26nqjz 9 13 difficulty difficulty NN cord-336496-ib26nqjz 9 14 for for IN cord-336496-ib26nqjz 9 15 its -PRON- PRP$ cord-336496-ib26nqjz 9 16 economic economic JJ cord-336496-ib26nqjz 9 17 recovery recovery NN cord-336496-ib26nqjz 9 18 . . . cord-336496-ib26nqjz 10 1 This this DT cord-336496-ib26nqjz 10 2 trend trend NN cord-336496-ib26nqjz 10 3 continues continue VBZ cord-336496-ib26nqjz 10 4 . . . cord-336496-ib26nqjz 11 1 In in IN cord-336496-ib26nqjz 11 2 their -PRON- PRP$ cord-336496-ib26nqjz 11 3 analysis analysis NN cord-336496-ib26nqjz 11 4 of of IN cord-336496-ib26nqjz 11 5 cities city NNS cord-336496-ib26nqjz 11 6 most most RBS cord-336496-ib26nqjz 11 7 likely likely JJ cord-336496-ib26nqjz 11 8 to to TO cord-336496-ib26nqjz 11 9 be be VB cord-336496-ib26nqjz 11 10 negatively negatively RB cord-336496-ib26nqjz 11 11 impacted impact VBN cord-336496-ib26nqjz 11 12 by by IN cord-336496-ib26nqjz 11 13 a a DT cord-336496-ib26nqjz 11 14 coronavirus coronavirus NN cord-336496-ib26nqjz 11 15 - - HYPH cord-336496-ib26nqjz 11 16 induced induce VBN cord-336496-ib26nqjz 11 17 recession recession NN cord-336496-ib26nqjz 11 18 1 1 CD cord-336496-ib26nqjz 11 19 , , , cord-336496-ib26nqjz 11 20 authors author NNS cord-336496-ib26nqjz 11 21 at at IN cord-336496-ib26nqjz 11 22 the the DT cord-336496-ib26nqjz 11 23 Brookings Brookings NNP cord-336496-ib26nqjz 11 24 Institution Institution NNP cord-336496-ib26nqjz 11 25 ( ( -LRB- cord-336496-ib26nqjz 11 26 Munro Munro NNP cord-336496-ib26nqjz 11 27 et et NNP cord-336496-ib26nqjz 11 28 al al NNP cord-336496-ib26nqjz 11 29 . . NNP cord-336496-ib26nqjz 11 30 , , , cord-336496-ib26nqjz 11 31 2020 2020 CD cord-336496-ib26nqjz 11 32 ) ) -RRB- cord-336496-ib26nqjz 11 33 single single JJ cord-336496-ib26nqjz 11 34 out out RP cord-336496-ib26nqjz 11 35 Las Las NNP cord-336496-ib26nqjz 11 36 Vegas Vegas NNP cord-336496-ib26nqjz 11 37 as as IN cord-336496-ib26nqjz 11 38 particularly particularly RB cord-336496-ib26nqjz 11 39 vulnerable vulnerable JJ cord-336496-ib26nqjz 11 40 ( ( -LRB- cord-336496-ib26nqjz 11 41 once once RB cord-336496-ib26nqjz 11 42 again again RB cord-336496-ib26nqjz 11 43 ) ) -RRB- cord-336496-ib26nqjz 11 44 for for IN cord-336496-ib26nqjz 11 45 its -PRON- PRP$ cord-336496-ib26nqjz 11 46 relative relative JJ cord-336496-ib26nqjz 11 47 lack lack NN cord-336496-ib26nqjz 11 48 of of IN cord-336496-ib26nqjz 11 49 diversity diversity NN cord-336496-ib26nqjz 11 50 in in IN cord-336496-ib26nqjz 11 51 its -PRON- PRP$ cord-336496-ib26nqjz 11 52 industrial industrial JJ cord-336496-ib26nqjz 11 53 base base NN cord-336496-ib26nqjz 11 54 . . . cord-336496-ib26nqjz 12 1 It -PRON- PRP cord-336496-ib26nqjz 12 2 has have VBZ cord-336496-ib26nqjz 12 3 been be VBN cord-336496-ib26nqjz 12 4 long long RB cord-336496-ib26nqjz 12 5 argued argue VBN cord-336496-ib26nqjz 12 6 that that IN cord-336496-ib26nqjz 12 7 economic economic JJ cord-336496-ib26nqjz 12 8 diversity diversity NN cord-336496-ib26nqjz 12 9 plays play VBZ cord-336496-ib26nqjz 12 10 a a DT cord-336496-ib26nqjz 12 11 key key JJ cord-336496-ib26nqjz 12 12 role role NN cord-336496-ib26nqjz 12 13 in in IN cord-336496-ib26nqjz 12 14 promoting promote VBG cord-336496-ib26nqjz 12 15 both both DT cord-336496-ib26nqjz 12 16 regional regional JJ cord-336496-ib26nqjz 12 17 economic economic JJ cord-336496-ib26nqjz 12 18 growth growth NN cord-336496-ib26nqjz 12 19 as as RB cord-336496-ib26nqjz 12 20 well well RB cord-336496-ib26nqjz 12 21 as as IN cord-336496-ib26nqjz 12 22 regional regional JJ cord-336496-ib26nqjz 12 23 economic economic JJ cord-336496-ib26nqjz 12 24 stability stability NN cord-336496-ib26nqjz 12 25 ( ( -LRB- cord-336496-ib26nqjz 12 26 Parr Parr NNP cord-336496-ib26nqjz 12 27 , , , cord-336496-ib26nqjz 12 28 1965 1965 CD cord-336496-ib26nqjz 12 29 ; ; : cord-336496-ib26nqjz 12 30 Kort Kort NNP cord-336496-ib26nqjz 12 31 , , , cord-336496-ib26nqjz 12 32 1981 1981 CD cord-336496-ib26nqjz 12 33 ; ; : cord-336496-ib26nqjz 12 34 Siegel Siegel NNP cord-336496-ib26nqjz 12 35 et et NNP cord-336496-ib26nqjz 12 36 al al NNP cord-336496-ib26nqjz 12 37 . . NNP cord-336496-ib26nqjz 12 38 , , , cord-336496-ib26nqjz 12 39 1994 1994 CD cord-336496-ib26nqjz 12 40 ; ; : cord-336496-ib26nqjz 12 41 Siegel Siegel NNP cord-336496-ib26nqjz 12 42 et et NNP cord-336496-ib26nqjz 12 43 al al NNP cord-336496-ib26nqjz 12 44 . . . cord-336496-ib26nqjz 13 1 , , , cord-336496-ib26nqjz 13 2 1995 1995 CD cord-336496-ib26nqjz 13 3 ; ; : cord-336496-ib26nqjz 13 4 Attaran Attaran NNP cord-336496-ib26nqjz 13 5 , , , cord-336496-ib26nqjz 13 6 1986 1986 CD cord-336496-ib26nqjz 13 7 ; ; : cord-336496-ib26nqjz 13 8 Wagner Wagner NNP cord-336496-ib26nqjz 13 9 and and CC cord-336496-ib26nqjz 13 10 Deller Deller NNP cord-336496-ib26nqjz 13 11 , , , cord-336496-ib26nqjz 13 12 1988 1988 CD cord-336496-ib26nqjz 13 13 ) ) -RRB- cord-336496-ib26nqjz 13 14 . . . cord-336496-ib26nqjz 14 1 Commonly commonly RB cord-336496-ib26nqjz 14 2 , , , cord-336496-ib26nqjz 14 3 stability stability NN cord-336496-ib26nqjz 14 4 is be VBZ cord-336496-ib26nqjz 14 5 defined define VBN cord-336496-ib26nqjz 14 6 in in IN cord-336496-ib26nqjz 14 7 terms term NNS cord-336496-ib26nqjz 14 8 of of IN cord-336496-ib26nqjz 14 9 the the DT cord-336496-ib26nqjz 14 10 " " `` cord-336496-ib26nqjz 14 11 absence absence NN cord-336496-ib26nqjz 14 12 of of IN cord-336496-ib26nqjz 14 13 variation variation NN cord-336496-ib26nqjz 14 14 in in IN cord-336496-ib26nqjz 14 15 economic economic JJ cord-336496-ib26nqjz 14 16 activity activity NN cord-336496-ib26nqjz 14 17 over over IN cord-336496-ib26nqjz 14 18 time time NN cord-336496-ib26nqjz 14 19 " " '' cord-336496-ib26nqjz 14 20 ( ( -LRB- cord-336496-ib26nqjz 14 21 Malizia Malizia NNP cord-336496-ib26nqjz 14 22 and and CC cord-336496-ib26nqjz 14 23 Ke Ke NNP cord-336496-ib26nqjz 14 24 , , , cord-336496-ib26nqjz 14 25 1993 1993 CD cord-336496-ib26nqjz 14 26 p. p. NN cord-336496-ib26nqjz 14 27 222 222 CD cord-336496-ib26nqjz 14 28 ) ) -RRB- cord-336496-ib26nqjz 14 29 . . . cord-336496-ib26nqjz 15 1 These these DT cord-336496-ib26nqjz 15 2 concepts concept NNS cord-336496-ib26nqjz 15 3 are be VBP cord-336496-ib26nqjz 15 4 related relate VBN cord-336496-ib26nqjz 15 5 to to IN cord-336496-ib26nqjz 15 6 the the DT cord-336496-ib26nqjz 15 7 concept concept NN cord-336496-ib26nqjz 15 8 of of IN cord-336496-ib26nqjz 15 9 resiliency resiliency NN cord-336496-ib26nqjz 15 10 . . . cord-336496-ib26nqjz 16 1 Formally formally RB cord-336496-ib26nqjz 16 2 defined define VBN cord-336496-ib26nqjz 16 3 , , , cord-336496-ib26nqjz 16 4 resilience resilience NN cord-336496-ib26nqjz 16 5 refers refer VBZ cord-336496-ib26nqjz 16 6 to to IN cord-336496-ib26nqjz 16 7 " " `` cord-336496-ib26nqjz 16 8 the the DT cord-336496-ib26nqjz 16 9 ability ability NN cord-336496-ib26nqjz 16 10 or or CC cord-336496-ib26nqjz 16 11 capacity capacity NN cord-336496-ib26nqjz 16 12 of of IN cord-336496-ib26nqjz 16 13 a a DT cord-336496-ib26nqjz 16 14 system system NN cord-336496-ib26nqjz 16 15 to to TO cord-336496-ib26nqjz 16 16 absorb absorb VB cord-336496-ib26nqjz 16 17 or or CC cord-336496-ib26nqjz 16 18 cushion cushion VB cord-336496-ib26nqjz 16 19 against against IN cord-336496-ib26nqjz 16 20 damage damage NN cord-336496-ib26nqjz 16 21 or or CC cord-336496-ib26nqjz 16 22 loss loss NN cord-336496-ib26nqjz 16 23 " " '' cord-336496-ib26nqjz 17 1 ( ( -LRB- cord-336496-ib26nqjz 17 2 Rose Rose NNP cord-336496-ib26nqjz 17 3 and and CC cord-336496-ib26nqjz 17 4 Liao Liao NNP cord-336496-ib26nqjz 17 5 , , , cord-336496-ib26nqjz 17 6 2005 2005 CD cord-336496-ib26nqjz 17 7 p. p. NN cord-336496-ib26nqjz 17 8 78 78 CD cord-336496-ib26nqjz 17 9 ; ; : cord-336496-ib26nqjz 18 1 Holling holling NN cord-336496-ib26nqjz 18 2 , , , cord-336496-ib26nqjz 18 3 1973 1973 CD cord-336496-ib26nqjz 18 4 ) ) -RRB- cord-336496-ib26nqjz 18 5 . . . cord-336496-ib26nqjz 19 1 For for IN cord-336496-ib26nqjz 19 2 local local JJ cord-336496-ib26nqjz 19 3 economies economy NNS cord-336496-ib26nqjz 19 4 it -PRON- PRP cord-336496-ib26nqjz 19 5 has have VBZ cord-336496-ib26nqjz 19 6 been be VBN cord-336496-ib26nqjz 19 7 defined define VBN cord-336496-ib26nqjz 19 8 as as IN cord-336496-ib26nqjz 19 9 , , , cord-336496-ib26nqjz 19 10 " " `` cord-336496-ib26nqjz 19 11 the the DT cord-336496-ib26nqjz 19 12 ability ability NN cord-336496-ib26nqjz 19 13 of of IN cord-336496-ib26nqjz 19 14 a a DT cord-336496-ib26nqjz 19 15 regional regional JJ cord-336496-ib26nqjz 19 16 economy economy NN cord-336496-ib26nqjz 19 17 to to TO cord-336496-ib26nqjz 19 18 maintain maintain VB cord-336496-ib26nqjz 19 19 or or CC cord-336496-ib26nqjz 19 20 return return VB cord-336496-ib26nqjz 19 21 to to IN cord-336496-ib26nqjz 19 22 a a DT cord-336496-ib26nqjz 19 23 pre pre JJ cord-336496-ib26nqjz 19 24 - - JJ cord-336496-ib26nqjz 19 25 existing existing JJ cord-336496-ib26nqjz 19 26 state state NN cord-336496-ib26nqjz 19 27 ( ( -LRB- cord-336496-ib26nqjz 19 28 typically typically RB cord-336496-ib26nqjz 19 29 assumed assume VBN cord-336496-ib26nqjz 19 30 to to TO cord-336496-ib26nqjz 19 31 be be VB cord-336496-ib26nqjz 19 32 an an DT cord-336496-ib26nqjz 19 33 equilibrium equilibrium NN cord-336496-ib26nqjz 19 34 state state NN cord-336496-ib26nqjz 19 35 ) ) -RRB- cord-336496-ib26nqjz 19 36 in in IN cord-336496-ib26nqjz 19 37 the the DT cord-336496-ib26nqjz 19 38 presence presence NN cord-336496-ib26nqjz 19 39 of of IN cord-336496-ib26nqjz 19 40 some some DT cord-336496-ib26nqjz 19 41 type type NN cord-336496-ib26nqjz 19 42 of of IN cord-336496-ib26nqjz 19 43 plausibly plausibly RB cord-336496-ib26nqjz 19 44 exogenous exogenous JJ cord-336496-ib26nqjz 19 45 ( ( -LRB- cord-336496-ib26nqjz 19 46 i.e. i.e. FW cord-336496-ib26nqjz 19 47 externally externally RB cord-336496-ib26nqjz 19 48 generated generate VBN cord-336496-ib26nqjz 19 49 ) ) -RRB- cord-336496-ib26nqjz 19 50 shock shock NN cord-336496-ib26nqjz 19 51 " " '' cord-336496-ib26nqjz 19 52 ( ( -LRB- cord-336496-ib26nqjz 19 53 Hill Hill NNP cord-336496-ib26nqjz 19 54 et et NNP cord-336496-ib26nqjz 19 55 al al NNP cord-336496-ib26nqjz 19 56 . . NNP cord-336496-ib26nqjz 19 57 , , , cord-336496-ib26nqjz 19 58 2012 2012 CD cord-336496-ib26nqjz 19 59 ; ; : cord-336496-ib26nqjz 19 60 see see VB cord-336496-ib26nqjz 19 61 also also RB cord-336496-ib26nqjz 19 62 Martin Martin NNP cord-336496-ib26nqjz 19 63 and and CC cord-336496-ib26nqjz 19 64 Sunley Sunley NNP cord-336496-ib26nqjz 19 65 , , , cord-336496-ib26nqjz 19 66 2015 2015 CD cord-336496-ib26nqjz 19 67 ) ) -RRB- cord-336496-ib26nqjz 19 68 . . . cord-336496-ib26nqjz 20 1 The the DT cord-336496-ib26nqjz 20 2 purpose purpose NN cord-336496-ib26nqjz 20 3 of of IN cord-336496-ib26nqjz 20 4 this this DT cord-336496-ib26nqjz 20 5 paper paper NN cord-336496-ib26nqjz 20 6 is be VBZ cord-336496-ib26nqjz 20 7 to to TO cord-336496-ib26nqjz 20 8 therefore therefore RB cord-336496-ib26nqjz 20 9 document document VB cord-336496-ib26nqjz 20 10 the the DT cord-336496-ib26nqjz 20 11 link link NN cord-336496-ib26nqjz 20 12 between between IN cord-336496-ib26nqjz 20 13 diversity diversity NN cord-336496-ib26nqjz 20 14 of of IN cord-336496-ib26nqjz 20 15 the the DT cord-336496-ib26nqjz 20 16 local local JJ cord-336496-ib26nqjz 20 17 economy economy NN cord-336496-ib26nqjz 20 18 and and CC cord-336496-ib26nqjz 20 19 the the DT cord-336496-ib26nqjz 20 20 resiliency resiliency NN cord-336496-ib26nqjz 20 21 of of IN cord-336496-ib26nqjz 20 22 housing housing NN cord-336496-ib26nqjz 20 23 prices price NNS cord-336496-ib26nqjz 20 24 . . . cord-336496-ib26nqjz 21 1 Our -PRON- PRP$ cord-336496-ib26nqjz 21 2 focus focus NN cord-336496-ib26nqjz 21 3 is be VBZ cord-336496-ib26nqjz 21 4 on on IN cord-336496-ib26nqjz 21 5 housing housing NN cord-336496-ib26nqjz 21 6 prices price NNS cord-336496-ib26nqjz 21 7 due due JJ cord-336496-ib26nqjz 21 8 to to IN cord-336496-ib26nqjz 21 9 their -PRON- PRP$ cord-336496-ib26nqjz 21 10 importance importance NN cord-336496-ib26nqjz 21 11 in in IN cord-336496-ib26nqjz 21 12 measuring measure VBG cord-336496-ib26nqjz 21 13 the the DT cord-336496-ib26nqjz 21 14 health health NN cord-336496-ib26nqjz 21 15 of of IN cord-336496-ib26nqjz 21 16 the the DT cord-336496-ib26nqjz 21 17 local local JJ cord-336496-ib26nqjz 21 18 economy economy NN cord-336496-ib26nqjz 21 19 ( ( -LRB- cord-336496-ib26nqjz 21 20 Hwang Hwang NNP cord-336496-ib26nqjz 21 21 and and CC cord-336496-ib26nqjz 21 22 Quigley Quigley NNP cord-336496-ib26nqjz 21 23 , , , cord-336496-ib26nqjz 21 24 2006 2006 CD cord-336496-ib26nqjz 21 25 ) ) -RRB- cord-336496-ib26nqjz 21 26 ; ; : cord-336496-ib26nqjz 21 27 their -PRON- PRP$ cord-336496-ib26nqjz 21 28 manifestation manifestation NN cord-336496-ib26nqjz 21 29 of of IN cord-336496-ib26nqjz 21 30 the the DT cord-336496-ib26nqjz 21 31 area area NN cord-336496-ib26nqjz 21 32 's 's POS cord-336496-ib26nqjz 21 33 quality quality NN cord-336496-ib26nqjz 21 34 of of IN cord-336496-ib26nqjz 21 35 life life NN cord-336496-ib26nqjz 21 36 ( ( -LRB- cord-336496-ib26nqjz 21 37 Albouy Albouy NNP cord-336496-ib26nqjz 21 38 , , , cord-336496-ib26nqjz 21 39 2008 2008 CD cord-336496-ib26nqjz 21 40 ) ) -RRB- cord-336496-ib26nqjz 21 41 ; ; : cord-336496-ib26nqjz 21 42 and and CC cord-336496-ib26nqjz 21 43 perhaps perhaps RB cord-336496-ib26nqjz 21 44 most most RBS cord-336496-ib26nqjz 21 45 important important JJ cord-336496-ib26nqjz 21 46 , , , cord-336496-ib26nqjz 21 47 their -PRON- PRP$ cord-336496-ib26nqjz 21 48 reflection reflection NN cord-336496-ib26nqjz 21 49 of of IN cord-336496-ib26nqjz 21 50 the the DT cord-336496-ib26nqjz 21 51 future future JJ cord-336496-ib26nqjz 21 52 path path NN cord-336496-ib26nqjz 21 53 of of IN cord-336496-ib26nqjz 21 54 both both DT cord-336496-ib26nqjz 21 55 of of IN cord-336496-ib26nqjz 21 56 those those DT cord-336496-ib26nqjz 21 57 factors factor NNS cord-336496-ib26nqjz 21 58 . . . cord-336496-ib26nqjz 22 1 The the DT cord-336496-ib26nqjz 22 2 fundamental fundamental JJ cord-336496-ib26nqjz 22 3 empirical empirical JJ cord-336496-ib26nqjz 22 4 challenge challenge NN cord-336496-ib26nqjz 22 5 to to IN cord-336496-ib26nqjz 22 6 identifying identify VBG cord-336496-ib26nqjz 22 7 the the DT cord-336496-ib26nqjz 22 8 link link NN cord-336496-ib26nqjz 22 9 between between IN cord-336496-ib26nqjz 22 10 diversity diversity NN cord-336496-ib26nqjz 22 11 and and CC cord-336496-ib26nqjz 22 12 1 1 CD cord-336496-ib26nqjz 23 1 As as IN cord-336496-ib26nqjz 23 2 we -PRON- PRP cord-336496-ib26nqjz 23 3 write write VBP cord-336496-ib26nqjz 23 4 this this DT cord-336496-ib26nqjz 23 5 in in IN cord-336496-ib26nqjz 23 6 May May NNP cord-336496-ib26nqjz 23 7 2020 2020 CD cord-336496-ib26nqjz 23 8 , , , cord-336496-ib26nqjz 23 9 the the DT cord-336496-ib26nqjz 23 10 recession recession NN cord-336496-ib26nqjz 23 11 is be VBZ cord-336496-ib26nqjz 23 12 just just RB cord-336496-ib26nqjz 23 13 now now RB cord-336496-ib26nqjz 23 14 unfolding unfold VBG cord-336496-ib26nqjz 23 15 . . . cord-336496-ib26nqjz 24 1 resilience resilience NN cord-336496-ib26nqjz 24 2 is be VBZ cord-336496-ib26nqjz 24 3 that that IN cord-336496-ib26nqjz 24 4 regional regional JJ cord-336496-ib26nqjz 24 5 housing housing NN cord-336496-ib26nqjz 24 6 market market NN cord-336496-ib26nqjz 24 7 downturns downturn NNS cord-336496-ib26nqjz 24 8 are be VBP cord-336496-ib26nqjz 24 9 rarely rarely RB cord-336496-ib26nqjz 24 10 ever ever RB cord-336496-ib26nqjz 24 11 exogenous exogenous JJ cord-336496-ib26nqjz 24 12 to to IN cord-336496-ib26nqjz 24 13 local local JJ cord-336496-ib26nqjz 24 14 labor labor NN cord-336496-ib26nqjz 24 15 market market NN cord-336496-ib26nqjz 24 16 conditions condition NNS cord-336496-ib26nqjz 24 17 . . . cord-336496-ib26nqjz 25 1 Economic economic JJ cord-336496-ib26nqjz 25 2 diversification diversification NN cord-336496-ib26nqjz 25 3 is be VBZ cord-336496-ib26nqjz 25 4 no no DT cord-336496-ib26nqjz 25 5 exception exception NN cord-336496-ib26nqjz 25 6 . . . cord-336496-ib26nqjz 26 1 To to TO cord-336496-ib26nqjz 26 2 circumvent circumvent VB cord-336496-ib26nqjz 26 3 this this DT cord-336496-ib26nqjz 26 4 difficulty difficulty NN cord-336496-ib26nqjz 26 5 , , , cord-336496-ib26nqjz 26 6 we -PRON- PRP cord-336496-ib26nqjz 26 7 investigate investigate VBP cord-336496-ib26nqjz 26 8 the the DT cord-336496-ib26nqjz 26 9 link link NN cord-336496-ib26nqjz 26 10 between between IN cord-336496-ib26nqjz 26 11 diversity diversity NN cord-336496-ib26nqjz 26 12 and and CC cord-336496-ib26nqjz 26 13 resilience resilience NN cord-336496-ib26nqjz 26 14 by by IN cord-336496-ib26nqjz 26 15 estimating estimate VBG cord-336496-ib26nqjz 26 16 the the DT cord-336496-ib26nqjz 26 17 effect effect NN cord-336496-ib26nqjz 26 18 economic economic JJ cord-336496-ib26nqjz 26 19 diversification diversification NN cord-336496-ib26nqjz 26 20 has have VBZ cord-336496-ib26nqjz 26 21 on on IN cord-336496-ib26nqjz 26 22 explaining explain VBG cord-336496-ib26nqjz 26 23 real real JJ cord-336496-ib26nqjz 26 24 estate estate NN cord-336496-ib26nqjz 26 25 price price NN cord-336496-ib26nqjz 26 26 dynamics dynamic NNS cord-336496-ib26nqjz 26 27 to to IN cord-336496-ib26nqjz 26 28 natural natural JJ cord-336496-ib26nqjz 26 29 disasters disaster NNS cord-336496-ib26nqjz 26 30 . . . cord-336496-ib26nqjz 27 1 Natural natural JJ cord-336496-ib26nqjz 27 2 disasters disaster NNS cord-336496-ib26nqjz 27 3 provide provide VBP cord-336496-ib26nqjz 27 4 a a DT cord-336496-ib26nqjz 27 5 useful useful JJ cord-336496-ib26nqjz 27 6 context context NN cord-336496-ib26nqjz 27 7 for for IN cord-336496-ib26nqjz 27 8 studying study VBG cord-336496-ib26nqjz 27 9 the the DT cord-336496-ib26nqjz 27 10 effect effect NN cord-336496-ib26nqjz 27 11 of of IN cord-336496-ib26nqjz 27 12 diversification diversification NN cord-336496-ib26nqjz 27 13 on on IN cord-336496-ib26nqjz 27 14 resiliency resiliency NN cord-336496-ib26nqjz 27 15 for for IN cord-336496-ib26nqjz 27 16 several several JJ cord-336496-ib26nqjz 27 17 reasons reason NNS cord-336496-ib26nqjz 27 18 . . . cord-336496-ib26nqjz 28 1 First first RB cord-336496-ib26nqjz 28 2 , , , cord-336496-ib26nqjz 28 3 the the DT cord-336496-ib26nqjz 28 4 exogenous exogenous JJ cord-336496-ib26nqjz 28 5 nature nature NN cord-336496-ib26nqjz 28 6 of of IN cord-336496-ib26nqjz 28 7 disasters disaster NNS cord-336496-ib26nqjz 28 8 gives give VBZ cord-336496-ib26nqjz 28 9 us -PRON- PRP cord-336496-ib26nqjz 28 10 a a DT cord-336496-ib26nqjz 28 11 unique unique JJ cord-336496-ib26nqjz 28 12 setting setting NN cord-336496-ib26nqjz 28 13 to to TO cord-336496-ib26nqjz 28 14 study study VB cord-336496-ib26nqjz 28 15 housing housing NN cord-336496-ib26nqjz 28 16 market market NN cord-336496-ib26nqjz 28 17 responses response NNS cord-336496-ib26nqjz 28 18 to to IN cord-336496-ib26nqjz 28 19 shocks shock NNS cord-336496-ib26nqjz 28 20 net net NN cord-336496-ib26nqjz 28 21 of of IN cord-336496-ib26nqjz 28 22 concerns concern NNS cord-336496-ib26nqjz 28 23 stemming stem VBG cord-336496-ib26nqjz 28 24 from from IN cord-336496-ib26nqjz 28 25 potential potential JJ cord-336496-ib26nqjz 28 26 endogeneity endogeneity NN cord-336496-ib26nqjz 28 27 between between IN cord-336496-ib26nqjz 28 28 real real JJ cord-336496-ib26nqjz 28 29 estate estate NN cord-336496-ib26nqjz 28 30 market market NN cord-336496-ib26nqjz 28 31 performance performance NN cord-336496-ib26nqjz 28 32 and and CC cord-336496-ib26nqjz 28 33 regional regional JJ cord-336496-ib26nqjz 28 34 business business NN cord-336496-ib26nqjz 28 35 cycles cycle NNS cord-336496-ib26nqjz 28 36 . . . cord-336496-ib26nqjz 29 1 Second second RB cord-336496-ib26nqjz 29 2 , , , cord-336496-ib26nqjz 29 3 with with IN cord-336496-ib26nqjz 29 4 the the DT cord-336496-ib26nqjz 29 5 frequency frequency NN cord-336496-ib26nqjz 29 6 and and CC cord-336496-ib26nqjz 29 7 severity severity NN cord-336496-ib26nqjz 29 8 of of IN cord-336496-ib26nqjz 29 9 natural natural JJ cord-336496-ib26nqjz 29 10 disasters disaster NNS cord-336496-ib26nqjz 29 11 on on IN cord-336496-ib26nqjz 29 12 the the DT cord-336496-ib26nqjz 29 13 rise rise NN cord-336496-ib26nqjz 29 14 , , , cord-336496-ib26nqjz 29 15 studying study VBG cord-336496-ib26nqjz 29 16 the the DT cord-336496-ib26nqjz 29 17 economic economic JJ cord-336496-ib26nqjz 29 18 impacts impact NNS cord-336496-ib26nqjz 29 19 of of IN cord-336496-ib26nqjz 29 20 disasters disaster NNS cord-336496-ib26nqjz 29 21 is be VBZ cord-336496-ib26nqjz 29 22 an an DT cord-336496-ib26nqjz 29 23 economically economically RB cord-336496-ib26nqjz 29 24 meaningful meaningful JJ cord-336496-ib26nqjz 29 25 pursuit pursuit NN cord-336496-ib26nqjz 29 26 in in IN cord-336496-ib26nqjz 29 27 its -PRON- PRP$ cord-336496-ib26nqjz 29 28 own own JJ cord-336496-ib26nqjz 29 29 right right NN cord-336496-ib26nqjz 29 30 . . . cord-336496-ib26nqjz 30 1 Through through IN cord-336496-ib26nqjz 30 2 this this DT cord-336496-ib26nqjz 30 3 lens lens NN cord-336496-ib26nqjz 30 4 , , , cord-336496-ib26nqjz 30 5 our -PRON- PRP$ cord-336496-ib26nqjz 30 6 paper paper NN cord-336496-ib26nqjz 30 7 contributes contribute VBZ cord-336496-ib26nqjz 30 8 to to IN cord-336496-ib26nqjz 30 9 broader broad JJR cord-336496-ib26nqjz 30 10 research research NN cord-336496-ib26nqjz 30 11 efforts effort NNS cord-336496-ib26nqjz 30 12 in in IN cord-336496-ib26nqjz 30 13 the the DT cord-336496-ib26nqjz 30 14 environmental environmental JJ cord-336496-ib26nqjz 30 15 economics economic NNS cord-336496-ib26nqjz 30 16 literature literature NN cord-336496-ib26nqjz 30 17 on on IN cord-336496-ib26nqjz 30 18 climate climate NN cord-336496-ib26nqjz 30 19 change change NN cord-336496-ib26nqjz 30 20 and and CC cord-336496-ib26nqjz 30 21 human human JJ cord-336496-ib26nqjz 30 22 adaption adaption NN cord-336496-ib26nqjz 30 23 by by IN cord-336496-ib26nqjz 30 24 adding add VBG cord-336496-ib26nqjz 30 25 a a DT cord-336496-ib26nqjz 30 26 complementary complementary JJ cord-336496-ib26nqjz 30 27 discussion discussion NN cord-336496-ib26nqjz 30 28 centered center VBN cord-336496-ib26nqjz 30 29 on on IN cord-336496-ib26nqjz 30 30 steps step NNS cord-336496-ib26nqjz 30 31 local local JJ cord-336496-ib26nqjz 30 32 policymakers policymaker NNS cord-336496-ib26nqjz 30 33 might may MD cord-336496-ib26nqjz 30 34 take take VB cord-336496-ib26nqjz 30 35 to to TO cord-336496-ib26nqjz 30 36 improve improve VB cord-336496-ib26nqjz 30 37 the the DT cord-336496-ib26nqjz 30 38 economic economic JJ cord-336496-ib26nqjz 30 39 resilience resilience NN cord-336496-ib26nqjz 30 40 of of IN cord-336496-ib26nqjz 30 41 their -PRON- PRP$ cord-336496-ib26nqjz 30 42 locality locality NN cord-336496-ib26nqjz 30 43 to to IN cord-336496-ib26nqjz 30 44 climate climate NN cord-336496-ib26nqjz 30 45 - - HYPH cord-336496-ib26nqjz 30 46 induced induce VBN cord-336496-ib26nqjz 30 47 shocks shock NNS cord-336496-ib26nqjz 30 48 . . . cord-336496-ib26nqjz 31 1 We -PRON- PRP cord-336496-ib26nqjz 31 2 focus focus VBP cord-336496-ib26nqjz 31 3 our -PRON- PRP$ cord-336496-ib26nqjz 31 4 empirical empirical JJ cord-336496-ib26nqjz 31 5 work work NN cord-336496-ib26nqjz 31 6 on on IN cord-336496-ib26nqjz 31 7 housing housing NN cord-336496-ib26nqjz 31 8 market market NN cord-336496-ib26nqjz 31 9 responses response NNS cord-336496-ib26nqjz 31 10 to to IN cord-336496-ib26nqjz 31 11 hurricanes hurricane NNS cord-336496-ib26nqjz 31 12 and and CC cord-336496-ib26nqjz 31 13 typhoons typhoon NNS cord-336496-ib26nqjz 31 14 using use VBG cord-336496-ib26nqjz 31 15 a a DT cord-336496-ib26nqjz 31 16 panel panel NN cord-336496-ib26nqjz 31 17 dataset dataset NN cord-336496-ib26nqjz 31 18 of of IN cord-336496-ib26nqjz 31 19 purchase purchase NN cord-336496-ib26nqjz 31 20 - - HYPH cord-336496-ib26nqjz 31 21 only only RB cord-336496-ib26nqjz 31 22 house house NN cord-336496-ib26nqjz 31 23 price price NN cord-336496-ib26nqjz 31 24 indices index NNS cord-336496-ib26nqjz 31 25 at at IN cord-336496-ib26nqjz 31 26 the the DT cord-336496-ib26nqjz 31 27 MSA MSA NNP cord-336496-ib26nqjz 31 28 level level NN cord-336496-ib26nqjz 31 29 that that WDT cord-336496-ib26nqjz 31 30 are be VBP cord-336496-ib26nqjz 31 31 maintained maintain VBN cord-336496-ib26nqjz 31 32 by by IN cord-336496-ib26nqjz 31 33 the the DT cord-336496-ib26nqjz 31 34 Federal Federal NNP cord-336496-ib26nqjz 31 35 Housing Housing NNP cord-336496-ib26nqjz 31 36 Finance Finance NNP cord-336496-ib26nqjz 31 37 Agency Agency NNP cord-336496-ib26nqjz 31 38 ( ( -LRB- cord-336496-ib26nqjz 31 39 FHFA FHFA NNP cord-336496-ib26nqjz 31 40 ) ) -RRB- cord-336496-ib26nqjz 31 41 . . . cord-336496-ib26nqjz 32 1 We -PRON- PRP cord-336496-ib26nqjz 32 2 link link VBP cord-336496-ib26nqjz 32 3 these these DT cord-336496-ib26nqjz 32 4 data datum NNS cord-336496-ib26nqjz 32 5 to to IN cord-336496-ib26nqjz 32 6 FEMA FEMA NNP cord-336496-ib26nqjz 32 7 's 's POS cord-336496-ib26nqjz 32 8 National National NNP cord-336496-ib26nqjz 32 9 Emergency Emergency NNP cord-336496-ib26nqjz 32 10 Management Management NNP cord-336496-ib26nqjz 32 11 System System NNP cord-336496-ib26nqjz 32 12 ( ( -LRB- cord-336496-ib26nqjz 32 13 NEMIS NEMIS NNP cord-336496-ib26nqjz 32 14 ) ) -RRB- cord-336496-ib26nqjz 32 15 which which WDT cord-336496-ib26nqjz 32 16 indicates indicate VBZ cord-336496-ib26nqjz 32 17 the the DT cord-336496-ib26nqjz 32 18 month month NN cord-336496-ib26nqjz 32 19 , , , cord-336496-ib26nqjz 32 20 day day NN cord-336496-ib26nqjz 32 21 , , , cord-336496-ib26nqjz 32 22 year year NN cord-336496-ib26nqjz 32 23 and and CC cord-336496-ib26nqjz 32 24 impacted impact VBD cord-336496-ib26nqjz 32 25 MSA MSA NNP cord-336496-ib26nqjz 32 26 for for IN cord-336496-ib26nqjz 32 27 the the DT cord-336496-ib26nqjz 32 28 universe universe NN cord-336496-ib26nqjz 32 29 of of IN cord-336496-ib26nqjz 32 30 federally federally RB cord-336496-ib26nqjz 32 31 declared declare VBN cord-336496-ib26nqjz 32 32 disasters disaster NNS cord-336496-ib26nqjz 32 33 . . . cord-336496-ib26nqjz 33 1 Finally finally RB cord-336496-ib26nqjz 33 2 , , , cord-336496-ib26nqjz 33 3 we -PRON- PRP cord-336496-ib26nqjz 33 4 compute compute VBP cord-336496-ib26nqjz 33 5 the the DT cord-336496-ib26nqjz 33 6 usual usual JJ cord-336496-ib26nqjz 33 7 measure measure NN cord-336496-ib26nqjz 33 8 of of IN cord-336496-ib26nqjz 33 9 economic economic JJ cord-336496-ib26nqjz 33 10 diversification diversification NN cord-336496-ib26nqjz 33 11 for for IN cord-336496-ib26nqjz 33 12 each each DT cord-336496-ib26nqjz 33 13 MSA MSA NNP cord-336496-ib26nqjz 33 14 -a -a HYPH cord-336496-ib26nqjz 33 15 fractionalization fractionalization NN cord-336496-ib26nqjz 33 16 index index NN cord-336496-ib26nqjz 33 17 of of IN cord-336496-ib26nqjz 33 18 labor labor NN cord-336496-ib26nqjz 33 19 market market NN cord-336496-ib26nqjz 33 20 income income NN cord-336496-ib26nqjz 33 21 across across IN cord-336496-ib26nqjz 33 22 NAICS NAICS NNP cord-336496-ib26nqjz 33 23 supersectors supersector NNS cord-336496-ib26nqjz 33 24 -using -use VBG cord-336496-ib26nqjz 33 25 industry industry NN cord-336496-ib26nqjz 33 26 level level NN cord-336496-ib26nqjz 33 27 data datum NNS cord-336496-ib26nqjz 33 28 from from IN cord-336496-ib26nqjz 33 29 the the DT cord-336496-ib26nqjz 33 30 Quarterly Quarterly NNP cord-336496-ib26nqjz 33 31 Census Census NNP cord-336496-ib26nqjz 33 32 of of IN cord-336496-ib26nqjz 33 33 Employment Employment NNP cord-336496-ib26nqjz 33 34 and and CC cord-336496-ib26nqjz 33 35 Wages Wages NNP cord-336496-ib26nqjz 33 36 ( ( -LRB- cord-336496-ib26nqjz 33 37 QCEW QCEW NNP cord-336496-ib26nqjz 33 38 ) ) -RRB- cord-336496-ib26nqjz 33 39 . . . cord-336496-ib26nqjz 34 1 We -PRON- PRP cord-336496-ib26nqjz 34 2 estimate estimate VBP cord-336496-ib26nqjz 34 3 the the DT cord-336496-ib26nqjz 34 4 impact impact NN cord-336496-ib26nqjz 34 5 of of IN cord-336496-ib26nqjz 34 6 a a DT cord-336496-ib26nqjz 34 7 disaster disaster NN cord-336496-ib26nqjz 34 8 using use VBG cord-336496-ib26nqjz 34 9 a a DT cord-336496-ib26nqjz 34 10 difference difference NN cord-336496-ib26nqjz 34 11 - - HYPH cord-336496-ib26nqjz 34 12 in in IN cord-336496-ib26nqjz 34 13 - - HYPH cord-336496-ib26nqjz 34 14 differences difference NNS cord-336496-ib26nqjz 34 15 ( ( -LRB- cord-336496-ib26nqjz 34 16 DID do VBD cord-336496-ib26nqjz 34 17 ) ) -RRB- cord-336496-ib26nqjz 34 18 approach approach VB cord-336496-ib26nqjz 34 19 . . . cord-336496-ib26nqjz 35 1 This this DT cord-336496-ib26nqjz 35 2 method method NN cord-336496-ib26nqjz 35 3 allows allow VBZ cord-336496-ib26nqjz 35 4 us -PRON- PRP cord-336496-ib26nqjz 35 5 to to TO cord-336496-ib26nqjz 35 6 identify identify VB cord-336496-ib26nqjz 35 7 the the DT cord-336496-ib26nqjz 35 8 average average JJ cord-336496-ib26nqjz 35 9 price price NN cord-336496-ib26nqjz 35 10 effect effect NN cord-336496-ib26nqjz 35 11 due due IN cord-336496-ib26nqjz 35 12 to to IN cord-336496-ib26nqjz 35 13 a a DT cord-336496-ib26nqjz 35 14 shock shock NN cord-336496-ib26nqjz 35 15 by by IN cord-336496-ib26nqjz 35 16 estimating estimate VBG cord-336496-ib26nqjz 35 17 changes change NNS cord-336496-ib26nqjz 35 18 in in IN cord-336496-ib26nqjz 35 19 home home NN cord-336496-ib26nqjz 35 20 prices price NNS cord-336496-ib26nqjz 35 21 before before IN cord-336496-ib26nqjz 35 22 and and CC cord-336496-ib26nqjz 35 23 after after IN cord-336496-ib26nqjz 35 24 a a DT cord-336496-ib26nqjz 35 25 disaster disaster NN cord-336496-ib26nqjz 35 26 hits hit VBZ cord-336496-ib26nqjz 35 27 impacted impact VBN cord-336496-ib26nqjz 35 28 MSAs msa NNS cord-336496-ib26nqjz 35 29 relative relative JJ cord-336496-ib26nqjz 35 30 to to IN cord-336496-ib26nqjz 35 31 home home NN cord-336496-ib26nqjz 35 32 price price NN cord-336496-ib26nqjz 35 33 dynamics dynamic NNS cord-336496-ib26nqjz 35 34 across across IN cord-336496-ib26nqjz 35 35 non non JJ cord-336496-ib26nqjz 35 36 - - JJ cord-336496-ib26nqjz 35 37 impacted impacted JJ cord-336496-ib26nqjz 35 38 MSAs msa NNS cord-336496-ib26nqjz 35 39 . . . cord-336496-ib26nqjz 36 1 To to TO cord-336496-ib26nqjz 36 2 test test VB cord-336496-ib26nqjz 36 3 the the DT cord-336496-ib26nqjz 36 4 hypothesis hypothesis NN cord-336496-ib26nqjz 36 5 that that IN cord-336496-ib26nqjz 36 6 regional regional JJ cord-336496-ib26nqjz 36 7 economic economic JJ cord-336496-ib26nqjz 36 8 diversification diversification NN cord-336496-ib26nqjz 36 9 is be VBZ cord-336496-ib26nqjz 36 10 a a DT cord-336496-ib26nqjz 36 11 catalyst catalyst NN cord-336496-ib26nqjz 36 12 for for IN cord-336496-ib26nqjz 36 13 resiliency resiliency NN cord-336496-ib26nqjz 36 14 , , , cord-336496-ib26nqjz 36 15 we -PRON- PRP cord-336496-ib26nqjz 36 16 estimate estimate VBP cord-336496-ib26nqjz 36 17 the the DT cord-336496-ib26nqjz 36 18 effect effect NN cord-336496-ib26nqjz 36 19 that that IN cord-336496-ib26nqjz 36 20 regional regional JJ cord-336496-ib26nqjz 36 21 economic economic JJ cord-336496-ib26nqjz 36 22 diversity diversity NN cord-336496-ib26nqjz 36 23 has have VBZ cord-336496-ib26nqjz 36 24 on on IN cord-336496-ib26nqjz 36 25 attenuating attenuate VBG cord-336496-ib26nqjz 36 26 the the DT cord-336496-ib26nqjz 36 27 impacts impact NNS cord-336496-ib26nqjz 36 28 of of IN cord-336496-ib26nqjz 36 29 natural natural JJ cord-336496-ib26nqjz 36 30 disasters disaster NNS cord-336496-ib26nqjz 36 31 on on IN cord-336496-ib26nqjz 36 32 local local JJ cord-336496-ib26nqjz 36 33 home home NN cord-336496-ib26nqjz 36 34 prices price NNS cord-336496-ib26nqjz 36 35 . . . cord-336496-ib26nqjz 37 1 Estimating estimate VBG cord-336496-ib26nqjz 37 2 the the DT cord-336496-ib26nqjz 37 3 causal causal JJ cord-336496-ib26nqjz 37 4 effect effect NN cord-336496-ib26nqjz 37 5 of of IN cord-336496-ib26nqjz 37 6 diversification diversification NN cord-336496-ib26nqjz 37 7 on on IN cord-336496-ib26nqjz 37 8 growth growth NN cord-336496-ib26nqjz 37 9 presents present VBZ cord-336496-ib26nqjz 37 10 a a DT cord-336496-ib26nqjz 37 11 set set NN cord-336496-ib26nqjz 37 12 of of IN cord-336496-ib26nqjz 37 13 challenges challenge NNS cord-336496-ib26nqjz 37 14 that that WDT cord-336496-ib26nqjz 37 15 originate originate VBP cord-336496-ib26nqjz 37 16 from from IN cord-336496-ib26nqjz 37 17 the the DT cord-336496-ib26nqjz 37 18 presence presence NN cord-336496-ib26nqjz 37 19 of of IN cord-336496-ib26nqjz 37 20 endogeneity endogeneity NN cord-336496-ib26nqjz 37 21 stemming stem VBG cord-336496-ib26nqjz 37 22 from from IN cord-336496-ib26nqjz 37 23 latent latent JJ cord-336496-ib26nqjz 37 24 J J NNP cord-336496-ib26nqjz 37 25 o o NN cord-336496-ib26nqjz 37 26 u u NN cord-336496-ib26nqjz 37 27 r r NN cord-336496-ib26nqjz 37 28 n n NN cord-336496-ib26nqjz 37 29 a a DT cord-336496-ib26nqjz 37 30 l l NN cord-336496-ib26nqjz 37 31 P p NN cord-336496-ib26nqjz 37 32 r r NN cord-336496-ib26nqjz 37 33 e e NN cord-336496-ib26nqjz 37 34 -p -p NN cord-336496-ib26nqjz 38 1 r r NNP cord-336496-ib26nqjz 38 2 o o NN cord-336496-ib26nqjz 38 3 o o NN cord-336496-ib26nqjz 38 4 f f NN cord-336496-ib26nqjz 38 5 confounders confounder NNS cord-336496-ib26nqjz 38 6 that that WDT cord-336496-ib26nqjz 38 7 are be VBP cord-336496-ib26nqjz 38 8 both both DT cord-336496-ib26nqjz 38 9 correlated correlate VBN cord-336496-ib26nqjz 38 10 with with IN cord-336496-ib26nqjz 38 11 the the DT cord-336496-ib26nqjz 38 12 outcome outcome NN cord-336496-ib26nqjz 38 13 of of IN cord-336496-ib26nqjz 38 14 interest interest NN cord-336496-ib26nqjz 38 15 and and CC cord-336496-ib26nqjz 38 16 diversity diversity NN cord-336496-ib26nqjz 38 17 . . . cord-336496-ib26nqjz 39 1 However however RB cord-336496-ib26nqjz 39 2 , , , cord-336496-ib26nqjz 39 3 and and CC cord-336496-ib26nqjz 39 4 drawing draw VBG cord-336496-ib26nqjz 39 5 on on IN cord-336496-ib26nqjz 39 6 a a DT cord-336496-ib26nqjz 39 7 recent recent JJ cord-336496-ib26nqjz 39 8 study study NN cord-336496-ib26nqjz 39 9 by by IN cord-336496-ib26nqjz 39 10 Nizalova Nizalova NNP cord-336496-ib26nqjz 39 11 and and CC cord-336496-ib26nqjz 39 12 Murtazashvili Murtazashvili NNP cord-336496-ib26nqjz 39 13 ( ( -LRB- cord-336496-ib26nqjz 39 14 2016 2016 CD cord-336496-ib26nqjz 39 15 ) ) -RRB- cord-336496-ib26nqjz 39 16 , , , cord-336496-ib26nqjz 39 17 we -PRON- PRP cord-336496-ib26nqjz 39 18 can can MD cord-336496-ib26nqjz 39 19 recover recover VB cord-336496-ib26nqjz 39 20 the the DT cord-336496-ib26nqjz 39 21 causal causal JJ cord-336496-ib26nqjz 39 22 effect effect NN cord-336496-ib26nqjz 39 23 of of IN cord-336496-ib26nqjz 39 24 diversity diversity NN cord-336496-ib26nqjz 39 25 on on IN cord-336496-ib26nqjz 39 26 resilience resilience NN cord-336496-ib26nqjz 39 27 if if IN cord-336496-ib26nqjz 39 28 we -PRON- PRP cord-336496-ib26nqjz 39 29 are be VBP cord-336496-ib26nqjz 39 30 willing willing JJ cord-336496-ib26nqjz 39 31 to to TO cord-336496-ib26nqjz 39 32 assume assume VB cord-336496-ib26nqjz 39 33 that that IN cord-336496-ib26nqjz 39 34 both both DT cord-336496-ib26nqjz 39 35 regional regional JJ cord-336496-ib26nqjz 39 36 economic economic JJ cord-336496-ib26nqjz 39 37 diversity diversity NN cord-336496-ib26nqjz 39 38 and and CC cord-336496-ib26nqjz 39 39 any any DT cord-336496-ib26nqjz 39 40 potential potential JJ cord-336496-ib26nqjz 39 41 latent latent JJ cord-336496-ib26nqjz 39 42 confounders confounder NNS cord-336496-ib26nqjz 39 43 are be VBP cord-336496-ib26nqjz 39 44 jointly jointly RB cord-336496-ib26nqjz 39 45 independent independent JJ cord-336496-ib26nqjz 39 46 of of IN cord-336496-ib26nqjz 39 47 the the DT cord-336496-ib26nqjz 39 48 occurrence occurrence NN cord-336496-ib26nqjz 39 49 of of IN cord-336496-ib26nqjz 39 50 natural natural JJ cord-336496-ib26nqjz 39 51 disasters disaster NNS cord-336496-ib26nqjz 39 52 conditional conditional JJ cord-336496-ib26nqjz 39 53 on on IN cord-336496-ib26nqjz 39 54 time time NN cord-336496-ib26nqjz 39 55 - - HYPH cord-336496-ib26nqjz 39 56 invariant invariant JJ cord-336496-ib26nqjz 39 57 geographic geographic JJ cord-336496-ib26nqjz 39 58 fixed fix VBN cord-336496-ib26nqjz 39 59 effects effect NNS cord-336496-ib26nqjz 39 60 . . . cord-336496-ib26nqjz 40 1 To to TO cord-336496-ib26nqjz 40 2 preface preface VB cord-336496-ib26nqjz 40 3 our -PRON- PRP$ cord-336496-ib26nqjz 40 4 main main JJ cord-336496-ib26nqjz 40 5 findings finding NNS cord-336496-ib26nqjz 40 6 , , , cord-336496-ib26nqjz 40 7 our -PRON- PRP$ cord-336496-ib26nqjz 40 8 empirical empirical JJ cord-336496-ib26nqjz 40 9 results result NNS cord-336496-ib26nqjz 40 10 show show VBP cord-336496-ib26nqjz 40 11 that that IN cord-336496-ib26nqjz 40 12 the the DT cord-336496-ib26nqjz 40 13 impact impact NN cord-336496-ib26nqjz 40 14 of of IN cord-336496-ib26nqjz 40 15 a a DT cord-336496-ib26nqjz 40 16 disaster disaster NN cord-336496-ib26nqjz 40 17 depends depend VBZ cord-336496-ib26nqjz 40 18 both both DT cord-336496-ib26nqjz 40 19 on on IN cord-336496-ib26nqjz 40 20 the the DT cord-336496-ib26nqjz 40 21 level level NN cord-336496-ib26nqjz 40 22 of of IN cord-336496-ib26nqjz 40 23 diversity diversity NN cord-336496-ib26nqjz 40 24 and and CC cord-336496-ib26nqjz 40 25 the the DT cord-336496-ib26nqjz 40 26 time time NN cord-336496-ib26nqjz 40 27 elapsed elapse VBN cord-336496-ib26nqjz 40 28 since since IN cord-336496-ib26nqjz 40 29 a a DT cord-336496-ib26nqjz 40 30 shock shock NN cord-336496-ib26nqjz 40 31 . . . cord-336496-ib26nqjz 41 1 Highly highly RB cord-336496-ib26nqjz 41 2 concentrated concentrated JJ cord-336496-ib26nqjz 41 3 regions region NNS cord-336496-ib26nqjz 41 4 experience experience VBP cord-336496-ib26nqjz 41 5 price price NN cord-336496-ib26nqjz 41 6 declines decline NNS cord-336496-ib26nqjz 41 7 as as RB cord-336496-ib26nqjz 41 8 large large JJ cord-336496-ib26nqjz 41 9 as as IN cord-336496-ib26nqjz 41 10 -4.7 -4.7 NNP cord-336496-ib26nqjz 41 11 % % NN cord-336496-ib26nqjz 41 12 in in IN cord-336496-ib26nqjz 41 13 the the DT cord-336496-ib26nqjz 41 14 year year NN cord-336496-ib26nqjz 41 15 immediately immediately RB cord-336496-ib26nqjz 41 16 following follow VBG cord-336496-ib26nqjz 41 17 a a DT cord-336496-ib26nqjz 41 18 disaster disaster NN cord-336496-ib26nqjz 41 19 . . . cord-336496-ib26nqjz 42 1 These these DT cord-336496-ib26nqjz 42 2 initial initial JJ cord-336496-ib26nqjz 42 3 impacts impact NNS cord-336496-ib26nqjz 42 4 persist persist VBP cord-336496-ib26nqjz 42 5 for for IN cord-336496-ib26nqjz 42 6 as as RB cord-336496-ib26nqjz 42 7 long long JJ cord-336496-ib26nqjz 42 8 as as IN cord-336496-ib26nqjz 42 9 two two CD cord-336496-ib26nqjz 42 10 years year NNS cord-336496-ib26nqjz 42 11 . . . cord-336496-ib26nqjz 43 1 Economic economic JJ cord-336496-ib26nqjz 43 2 diversity diversity NN cord-336496-ib26nqjz 43 3 has have VBZ cord-336496-ib26nqjz 43 4 the the DT cord-336496-ib26nqjz 43 5 effect effect NN cord-336496-ib26nqjz 43 6 of of IN cord-336496-ib26nqjz 43 7 dampening dampen VBG cord-336496-ib26nqjz 43 8 the the DT cord-336496-ib26nqjz 43 9 immediate immediate JJ cord-336496-ib26nqjz 43 10 price price NN cord-336496-ib26nqjz 43 11 response response NN cord-336496-ib26nqjz 43 12 due due IN cord-336496-ib26nqjz 43 13 to to IN cord-336496-ib26nqjz 43 14 a a DT cord-336496-ib26nqjz 43 15 shock shock NN cord-336496-ib26nqjz 43 16 as as RB cord-336496-ib26nqjz 43 17 well well RB cord-336496-ib26nqjz 43 18 as as IN cord-336496-ib26nqjz 43 19 the the DT cord-336496-ib26nqjz 43 20 persistence persistence NN cord-336496-ib26nqjz 43 21 of of IN cord-336496-ib26nqjz 43 22 these these DT cord-336496-ib26nqjz 43 23 initial initial JJ cord-336496-ib26nqjz 43 24 price price NN cord-336496-ib26nqjz 43 25 declines decline NNS cord-336496-ib26nqjz 43 26 . . . cord-336496-ib26nqjz 44 1 We -PRON- PRP cord-336496-ib26nqjz 44 2 estimate estimate VBP cord-336496-ib26nqjz 44 3 that that IN cord-336496-ib26nqjz 44 4 a a DT cord-336496-ib26nqjz 44 5 one one CD cord-336496-ib26nqjz 44 6 standard standard JJ cord-336496-ib26nqjz 44 7 deviation deviation NN cord-336496-ib26nqjz 44 8 increase increase NN cord-336496-ib26nqjz 44 9 in in IN cord-336496-ib26nqjz 44 10 diversification diversification NN cord-336496-ib26nqjz 44 11 ( ( -LRB- cord-336496-ib26nqjz 44 12 relative relative JJ cord-336496-ib26nqjz 44 13 to to IN cord-336496-ib26nqjz 44 14 the the DT cord-336496-ib26nqjz 44 15 mean mean JJ cord-336496-ib26nqjz 44 16 level level NN cord-336496-ib26nqjz 44 17 of of IN cord-336496-ib26nqjz 44 18 diversification diversification NN cord-336496-ib26nqjz 44 19 in in IN cord-336496-ib26nqjz 44 20 the the DT cord-336496-ib26nqjz 44 21 U.S. U.S. NNP cord-336496-ib26nqjz 44 22 economy economy NN cord-336496-ib26nqjz 44 23 ) ) -RRB- cord-336496-ib26nqjz 44 24 offsets offset VBZ cord-336496-ib26nqjz 44 25 the the DT cord-336496-ib26nqjz 44 26 immediate immediate JJ cord-336496-ib26nqjz 44 27 ( ( -LRB- cord-336496-ib26nqjz 44 28 one one CD cord-336496-ib26nqjz 44 29 to to IN cord-336496-ib26nqjz 44 30 two two CD cord-336496-ib26nqjz 44 31 year year NN cord-336496-ib26nqjz 44 32 ) ) -RRB- cord-336496-ib26nqjz 44 33 price price NN cord-336496-ib26nqjz 44 34 effects effect NNS cord-336496-ib26nqjz 44 35 of of IN cord-336496-ib26nqjz 44 36 a a DT cord-336496-ib26nqjz 44 37 disaster disaster NN cord-336496-ib26nqjz 44 38 as as RB cord-336496-ib26nqjz 44 39 much much JJ cord-336496-ib26nqjz 44 40 as as IN cord-336496-ib26nqjz 44 41 1.96 1.96 CD cord-336496-ib26nqjz 44 42 % % NN cord-336496-ib26nqjz 44 43 to to IN cord-336496-ib26nqjz 44 44 2.3 2.3 CD cord-336496-ib26nqjz 44 45 % % NN cord-336496-ib26nqjz 44 46 . . . cord-336496-ib26nqjz 45 1 We -PRON- PRP cord-336496-ib26nqjz 45 2 then then RB cord-336496-ib26nqjz 45 3 position position VBP cord-336496-ib26nqjz 45 4 our -PRON- PRP$ cord-336496-ib26nqjz 45 5 empirical empirical JJ cord-336496-ib26nqjz 45 6 findings finding NNS cord-336496-ib26nqjz 45 7 into into IN cord-336496-ib26nqjz 45 8 broader broad JJR cord-336496-ib26nqjz 45 9 discussions discussion NNS cord-336496-ib26nqjz 45 10 in in IN cord-336496-ib26nqjz 45 11 the the DT cord-336496-ib26nqjz 45 12 literature literature NN cord-336496-ib26nqjz 45 13 centered center VBN cord-336496-ib26nqjz 45 14 on on IN cord-336496-ib26nqjz 45 15 the the DT cord-336496-ib26nqjz 45 16 potential potential JJ cord-336496-ib26nqjz 45 17 " " `` cord-336496-ib26nqjz 45 18 dual dual JJ cord-336496-ib26nqjz 45 19 effects effect NNS cord-336496-ib26nqjz 45 20 " " '' cord-336496-ib26nqjz 45 21 of of IN cord-336496-ib26nqjz 45 22 diversifying diversify VBG cord-336496-ib26nqjz 45 23 a a DT cord-336496-ib26nqjz 45 24 regional regional JJ cord-336496-ib26nqjz 45 25 economy economy NN cord-336496-ib26nqjz 45 26 . . . cord-336496-ib26nqjz 46 1 Researchers researcher NNS cord-336496-ib26nqjz 46 2 and and CC cord-336496-ib26nqjz 46 3 policymakers policymaker NNS cord-336496-ib26nqjz 46 4 often often RB cord-336496-ib26nqjz 46 5 debate debate VBP cord-336496-ib26nqjz 46 6 the the DT cord-336496-ib26nqjz 46 7 value value NN cord-336496-ib26nqjz 46 8 of of IN cord-336496-ib26nqjz 46 9 diversification diversification NN cord-336496-ib26nqjz 46 10 in in IN cord-336496-ib26nqjz 46 11 terms term NNS cord-336496-ib26nqjz 46 12 of of IN cord-336496-ib26nqjz 46 13 the the DT cord-336496-ib26nqjz 46 14 direct direct JJ cord-336496-ib26nqjz 46 15 effect effect NN cord-336496-ib26nqjz 46 16 of of IN cord-336496-ib26nqjz 46 17 diversification diversification NN cord-336496-ib26nqjz 46 18 on on IN cord-336496-ib26nqjz 46 19 growth growth NN cord-336496-ib26nqjz 46 20 . . . cord-336496-ib26nqjz 47 1 In in IN cord-336496-ib26nqjz 47 2 part part NN cord-336496-ib26nqjz 47 3 , , , cord-336496-ib26nqjz 47 4 the the DT cord-336496-ib26nqjz 47 5 tension tension NN cord-336496-ib26nqjz 47 6 in in IN cord-336496-ib26nqjz 47 7 the the DT cord-336496-ib26nqjz 47 8 literature literature NN cord-336496-ib26nqjz 47 9 exists exist VBZ cord-336496-ib26nqjz 47 10 given give VBN cord-336496-ib26nqjz 47 11 the the DT cord-336496-ib26nqjz 47 12 competing compete VBG cord-336496-ib26nqjz 47 13 views view NNS cord-336496-ib26nqjz 47 14 about about IN cord-336496-ib26nqjz 47 15 the the DT cord-336496-ib26nqjz 47 16 role role NN cord-336496-ib26nqjz 47 17 diversity diversity NN cord-336496-ib26nqjz 47 18 plays play VBZ cord-336496-ib26nqjz 47 19 in in IN cord-336496-ib26nqjz 47 20 influencing influence VBG cord-336496-ib26nqjz 47 21 economic economic JJ cord-336496-ib26nqjz 47 22 growth growth NN cord-336496-ib26nqjz 47 23 . . . cord-336496-ib26nqjz 48 1 For for IN cord-336496-ib26nqjz 48 2 example example NN cord-336496-ib26nqjz 48 3 , , , cord-336496-ib26nqjz 48 4 some some DT cord-336496-ib26nqjz 48 5 view view NN cord-336496-ib26nqjz 48 6 diversification diversification NN cord-336496-ib26nqjz 48 7 as as IN cord-336496-ib26nqjz 48 8 a a DT cord-336496-ib26nqjz 48 9 movement movement NN cord-336496-ib26nqjz 48 10 away away RB cord-336496-ib26nqjz 48 11 from from IN cord-336496-ib26nqjz 48 12 potential potential JJ cord-336496-ib26nqjz 48 13 efficiency efficiency NN cord-336496-ib26nqjz 48 14 gains gain NNS cord-336496-ib26nqjz 48 15 resulting result VBG cord-336496-ib26nqjz 48 16 from from IN cord-336496-ib26nqjz 48 17 specialization specialization NN cord-336496-ib26nqjz 48 18 and and CC cord-336496-ib26nqjz 48 19 , , , cord-336496-ib26nqjz 48 20 perhaps perhaps RB cord-336496-ib26nqjz 48 21 , , , cord-336496-ib26nqjz 48 22 mitigating mitigate VBG cord-336496-ib26nqjz 48 23 economic economic JJ cord-336496-ib26nqjz 48 24 growth growth NN cord-336496-ib26nqjz 48 25 ( ( -LRB- cord-336496-ib26nqjz 48 26 see see VB cord-336496-ib26nqjz 48 27 e.g. e.g. RB cord-336496-ib26nqjz 48 28 Izraeli Izraeli NNPS cord-336496-ib26nqjz 48 29 and and CC cord-336496-ib26nqjz 48 30 Murphy Murphy NNP cord-336496-ib26nqjz 48 31 , , , cord-336496-ib26nqjz 48 32 2003 2003 CD cord-336496-ib26nqjz 48 33 ) ) -RRB- cord-336496-ib26nqjz 48 34 . . . cord-336496-ib26nqjz 49 1 Others other NNS cord-336496-ib26nqjz 49 2 argue argue VBP cord-336496-ib26nqjz 49 3 that that IN cord-336496-ib26nqjz 49 4 diversification diversification NN cord-336496-ib26nqjz 49 5 moves move VBZ cord-336496-ib26nqjz 49 6 the the DT cord-336496-ib26nqjz 49 7 economy economy NN cord-336496-ib26nqjz 49 8 towards towards IN cord-336496-ib26nqjz 49 9 an an DT cord-336496-ib26nqjz 49 10 environment environment NN cord-336496-ib26nqjz 49 11 where where WRB cord-336496-ib26nqjz 49 12 knowledge knowledge NN cord-336496-ib26nqjz 49 13 spillovers spillover NNS cord-336496-ib26nqjz 49 14 can can MD cord-336496-ib26nqjz 49 15 occur occur VB cord-336496-ib26nqjz 49 16 between between IN cord-336496-ib26nqjz 49 17 industries industry NNS cord-336496-ib26nqjz 49 18 , , , cord-336496-ib26nqjz 49 19 thus thus RB cord-336496-ib26nqjz 49 20 catalyzing catalyze VBG cord-336496-ib26nqjz 49 21 economic economic JJ cord-336496-ib26nqjz 49 22 growth growth NN cord-336496-ib26nqjz 49 23 ( ( -LRB- cord-336496-ib26nqjz 49 24 see see VB cord-336496-ib26nqjz 49 25 e.g. e.g. RB cord-336496-ib26nqjz 49 26 Glaeser Glaeser NNP cord-336496-ib26nqjz 49 27 et et FW cord-336496-ib26nqjz 49 28 al al NNP cord-336496-ib26nqjz 49 29 . . NNP cord-336496-ib26nqjz 49 30 , , , cord-336496-ib26nqjz 49 31 1992 1992 CD cord-336496-ib26nqjz 49 32 ) ) -RRB- cord-336496-ib26nqjz 49 33 . . . cord-336496-ib26nqjz 50 1 Further further RB cord-336496-ib26nqjz 50 2 complicating complicate VBG cord-336496-ib26nqjz 50 3 this this DT cord-336496-ib26nqjz 50 4 matter matter NN cord-336496-ib26nqjz 50 5 , , , cord-336496-ib26nqjz 50 6 there there EX cord-336496-ib26nqjz 50 7 is be VBZ cord-336496-ib26nqjz 50 8 a a DT cord-336496-ib26nqjz 50 9 fundamental fundamental JJ cord-336496-ib26nqjz 50 10 empirical empirical JJ cord-336496-ib26nqjz 50 11 challenge challenge NN cord-336496-ib26nqjz 50 12 to to IN cord-336496-ib26nqjz 50 13 estimating estimate VBG cord-336496-ib26nqjz 50 14 the the DT cord-336496-ib26nqjz 50 15 direct direct JJ cord-336496-ib26nqjz 50 16 effect effect NN cord-336496-ib26nqjz 50 17 of of IN cord-336496-ib26nqjz 50 18 diversification diversification NN cord-336496-ib26nqjz 50 19 on on IN cord-336496-ib26nqjz 50 20 market market NN cord-336496-ib26nqjz 50 21 outcomes outcome NNS cord-336496-ib26nqjz 50 22 . . . cord-336496-ib26nqjz 51 1 To to TO cord-336496-ib26nqjz 51 2 identify identify VB cord-336496-ib26nqjz 51 3 a a DT cord-336496-ib26nqjz 51 4 causal causal JJ cord-336496-ib26nqjz 51 5 link link NN cord-336496-ib26nqjz 51 6 , , , cord-336496-ib26nqjz 51 7 one one PRP cord-336496-ib26nqjz 51 8 would would MD cord-336496-ib26nqjz 51 9 have have VB cord-336496-ib26nqjz 51 10 to to TO cord-336496-ib26nqjz 51 11 acknowledge acknowledge VB cord-336496-ib26nqjz 51 12 the the DT cord-336496-ib26nqjz 51 13 possibility possibility NN cord-336496-ib26nqjz 51 14 that that IN cord-336496-ib26nqjz 51 15 unobserved unobserved JJ cord-336496-ib26nqjz 51 16 determinants determinant NNS cord-336496-ib26nqjz 51 17 of of IN cord-336496-ib26nqjz 51 18 the the DT cord-336496-ib26nqjz 51 19 market market NN cord-336496-ib26nqjz 51 20 outcome outcome NN cord-336496-ib26nqjz 51 21 of of IN cord-336496-ib26nqjz 51 22 interest interest NN cord-336496-ib26nqjz 51 23 may may MD cord-336496-ib26nqjz 51 24 also also RB cord-336496-ib26nqjz 51 25 be be VB cord-336496-ib26nqjz 51 26 correlated correlate VBN cord-336496-ib26nqjz 51 27 with with IN cord-336496-ib26nqjz 51 28 diversity diversity NN cord-336496-ib26nqjz 51 29 . . . cord-336496-ib26nqjz 52 1 Motivated motivate VBN cord-336496-ib26nqjz 52 2 by by IN cord-336496-ib26nqjz 52 3 this this DT cord-336496-ib26nqjz 52 4 observation observation NN cord-336496-ib26nqjz 52 5 , , , cord-336496-ib26nqjz 52 6 we -PRON- PRP cord-336496-ib26nqjz 52 7 build build VBP cord-336496-ib26nqjz 52 8 off off RP cord-336496-ib26nqjz 52 9 the the DT cord-336496-ib26nqjz 52 10 earlier early JJR cord-336496-ib26nqjz 52 11 work work NN cord-336496-ib26nqjz 52 12 of of IN cord-336496-ib26nqjz 52 13 Bartik Bartik NNP cord-336496-ib26nqjz 52 14 ( ( -LRB- cord-336496-ib26nqjz 52 15 1991 1991 CD cord-336496-ib26nqjz 52 16 ) ) -RRB- cord-336496-ib26nqjz 52 17 , , , cord-336496-ib26nqjz 52 18 Card card NN cord-336496-ib26nqjz 52 19 ( ( -LRB- cord-336496-ib26nqjz 52 20 2001 2001 CD cord-336496-ib26nqjz 52 21 ) ) -RRB- cord-336496-ib26nqjz 52 22 , , , cord-336496-ib26nqjz 52 23 and and CC cord-336496-ib26nqjz 52 24 Ottoviano Ottoviano NNP cord-336496-ib26nqjz 52 25 and and CC cord-336496-ib26nqjz 52 26 Perri Perri NNP cord-336496-ib26nqjz 52 27 ( ( -LRB- cord-336496-ib26nqjz 52 28 2006 2006 CD cord-336496-ib26nqjz 52 29 and and CC cord-336496-ib26nqjz 52 30 propose propose VB cord-336496-ib26nqjz 52 31 an an DT cord-336496-ib26nqjz 52 32 instrumental instrumental JJ cord-336496-ib26nqjz 52 33 variables variable NNS cord-336496-ib26nqjz 52 34 estimation estimation NN cord-336496-ib26nqjz 52 35 strategy strategy NN cord-336496-ib26nqjz 52 36 capable capable JJ cord-336496-ib26nqjz 52 37 of of IN cord-336496-ib26nqjz 52 38 controlling control VBG cord-336496-ib26nqjz 52 39 for for IN cord-336496-ib26nqjz 52 40 this this DT cord-336496-ib26nqjz 52 41 level level NN cord-336496-ib26nqjz 52 42 of of IN cord-336496-ib26nqjz 52 43 endogeneity endogeneity NN cord-336496-ib26nqjz 52 44 . . . cord-336496-ib26nqjz 53 1 We -PRON- PRP cord-336496-ib26nqjz 53 2 then then RB cord-336496-ib26nqjz 53 3 J J NNP cord-336496-ib26nqjz 53 4 o o NN cord-336496-ib26nqjz 53 5 u u NN cord-336496-ib26nqjz 53 6 r r NN cord-336496-ib26nqjz 53 7 n n NN cord-336496-ib26nqjz 53 8 a a DT cord-336496-ib26nqjz 53 9 l l NN cord-336496-ib26nqjz 53 10 P p NN cord-336496-ib26nqjz 53 11 r r NN cord-336496-ib26nqjz 53 12 e e NN cord-336496-ib26nqjz 53 13 -p -p NN cord-336496-ib26nqjz 54 1 r r LS cord-336496-ib26nqjz 55 1 o o UH cord-336496-ib26nqjz 55 2 o o NN cord-336496-ib26nqjz 56 1 f f NNP cord-336496-ib26nqjz 56 2 show show VBP cord-336496-ib26nqjz 56 3 that that IN cord-336496-ib26nqjz 56 4 the the DT cord-336496-ib26nqjz 56 5 benefits benefit NNS cord-336496-ib26nqjz 56 6 of of IN cord-336496-ib26nqjz 56 7 diversification diversification NN cord-336496-ib26nqjz 56 8 expressed express VBN cord-336496-ib26nqjz 56 9 in in IN cord-336496-ib26nqjz 56 10 terms term NNS cord-336496-ib26nqjz 56 11 of of IN cord-336496-ib26nqjz 56 12 resiliency resiliency NN cord-336496-ib26nqjz 56 13 do do VBP cord-336496-ib26nqjz 56 14 not not RB cord-336496-ib26nqjz 56 15 appear appear VB cord-336496-ib26nqjz 56 16 to to TO cord-336496-ib26nqjz 56 17 be be VB cord-336496-ib26nqjz 56 18 offset offset VBN cord-336496-ib26nqjz 56 19 by by IN cord-336496-ib26nqjz 56 20 any any DT cord-336496-ib26nqjz 56 21 potential potential JJ cord-336496-ib26nqjz 56 22 costs cost NNS cord-336496-ib26nqjz 56 23 stemming stem VBG cord-336496-ib26nqjz 56 24 from from IN cord-336496-ib26nqjz 56 25 a a DT cord-336496-ib26nqjz 56 26 corresponding corresponding JJ cord-336496-ib26nqjz 56 27 departure departure NN cord-336496-ib26nqjz 56 28 from from IN cord-336496-ib26nqjz 56 29 industrial industrial JJ cord-336496-ib26nqjz 56 30 specialization specialization NN cord-336496-ib26nqjz 56 31 . . . cord-336496-ib26nqjz 57 1 As as IN cord-336496-ib26nqjz 57 2 we -PRON- PRP cord-336496-ib26nqjz 57 3 explain explain VBP cord-336496-ib26nqjz 57 4 in in IN cord-336496-ib26nqjz 57 5 more more JJR cord-336496-ib26nqjz 57 6 depth depth NN cord-336496-ib26nqjz 57 7 below below RB cord-336496-ib26nqjz 57 8 , , , cord-336496-ib26nqjz 57 9 we -PRON- PRP cord-336496-ib26nqjz 57 10 draw draw VBP cord-336496-ib26nqjz 57 11 upon upon IN cord-336496-ib26nqjz 57 12 several several JJ cord-336496-ib26nqjz 57 13 literatures literature NNS cord-336496-ib26nqjz 57 14 to to TO cord-336496-ib26nqjz 57 15 motivate motivate VB cord-336496-ib26nqjz 57 16 the the DT cord-336496-ib26nqjz 57 17 theoretical theoretical JJ cord-336496-ib26nqjz 57 18 mechanisms mechanism NNS cord-336496-ib26nqjz 57 19 we -PRON- PRP cord-336496-ib26nqjz 57 20 have have VBP cord-336496-ib26nqjz 57 21 in in IN cord-336496-ib26nqjz 57 22 mind mind NN cord-336496-ib26nqjz 57 23 . . . cord-336496-ib26nqjz 58 1 The the DT cord-336496-ib26nqjz 58 2 literature literature NN cord-336496-ib26nqjz 58 3 has have VBZ cord-336496-ib26nqjz 58 4 previously previously RB cord-336496-ib26nqjz 58 5 established establish VBN cord-336496-ib26nqjz 58 6 a a DT cord-336496-ib26nqjz 58 7 connection connection NN cord-336496-ib26nqjz 58 8 between between IN cord-336496-ib26nqjz 58 9 city city NN cord-336496-ib26nqjz 58 10 - - HYPH cord-336496-ib26nqjz 58 11 level level NN cord-336496-ib26nqjz 58 12 labor labor NN cord-336496-ib26nqjz 58 13 outcomes outcome NNS cord-336496-ib26nqjz 58 14 and and CC cord-336496-ib26nqjz 58 15 the the DT cord-336496-ib26nqjz 58 16 diversity diversity NN cord-336496-ib26nqjz 58 17 of of IN cord-336496-ib26nqjz 58 18 the the DT cord-336496-ib26nqjz 58 19 labor labor NN cord-336496-ib26nqjz 58 20 force force NN cord-336496-ib26nqjz 58 21 , , , cord-336496-ib26nqjz 58 22 largely largely RB cord-336496-ib26nqjz 58 23 focusing focus VBG cord-336496-ib26nqjz 58 24 on on IN cord-336496-ib26nqjz 58 25 standard standard JJ cord-336496-ib26nqjz 58 26 insights insight NNS cord-336496-ib26nqjz 58 27 from from IN cord-336496-ib26nqjz 58 28 portfolio portfolio NN cord-336496-ib26nqjz 58 29 theory theory NN cord-336496-ib26nqjz 58 30 that that IN cord-336496-ib26nqjz 58 31 a a DT cord-336496-ib26nqjz 58 32 diverse diverse JJ cord-336496-ib26nqjz 58 33 array array NN cord-336496-ib26nqjz 58 34 of of IN cord-336496-ib26nqjz 58 35 industries industry NNS cord-336496-ib26nqjz 58 36 will will MD cord-336496-ib26nqjz 58 37 suffer suffer VB cord-336496-ib26nqjz 58 38 less less JJR cord-336496-ib26nqjz 58 39 from from IN cord-336496-ib26nqjz 58 40 shocks shock NNS cord-336496-ib26nqjz 58 41 that that WDT cord-336496-ib26nqjz 58 42 have have VBP cord-336496-ib26nqjz 58 43 sector sector NN cord-336496-ib26nqjz 58 44 - - HYPH cord-336496-ib26nqjz 58 45 specific specific JJ cord-336496-ib26nqjz 58 46 effects effect NNS cord-336496-ib26nqjz 58 47 . . . cord-336496-ib26nqjz 59 1 2 2 LS cord-336496-ib26nqjz 60 1 In in IN cord-336496-ib26nqjz 60 2 addition addition NN cord-336496-ib26nqjz 60 3 , , , cord-336496-ib26nqjz 60 4 the the DT cord-336496-ib26nqjz 60 5 literature literature NN cord-336496-ib26nqjz 60 6 has have VBZ cord-336496-ib26nqjz 60 7 discussed discuss VBN cord-336496-ib26nqjz 60 8 the the DT cord-336496-ib26nqjz 60 9 connections connection NNS cord-336496-ib26nqjz 60 10 between between IN cord-336496-ib26nqjz 60 11 housing housing NN cord-336496-ib26nqjz 60 12 and and CC cord-336496-ib26nqjz 60 13 labor labor NN cord-336496-ib26nqjz 60 14 markets market NNS cord-336496-ib26nqjz 60 15 in in IN cord-336496-ib26nqjz 60 16 a a DT cord-336496-ib26nqjz 60 17 city city NN cord-336496-ib26nqjz 60 18 . . . cord-336496-ib26nqjz 61 1 As as IN cord-336496-ib26nqjz 61 2 such such JJ cord-336496-ib26nqjz 61 3 , , , cord-336496-ib26nqjz 61 4 resiliency resiliency NN cord-336496-ib26nqjz 61 5 is be VBZ cord-336496-ib26nqjz 61 6 a a DT cord-336496-ib26nqjz 61 7 natural natural JJ cord-336496-ib26nqjz 61 8 outcome outcome NN cord-336496-ib26nqjz 61 9 to to TO cord-336496-ib26nqjz 61 10 examine examine VB cord-336496-ib26nqjz 61 11 , , , cord-336496-ib26nqjz 61 12 in in IN cord-336496-ib26nqjz 61 13 that that IN cord-336496-ib26nqjz 61 14 the the DT cord-336496-ib26nqjz 61 15 recovery recovery NN cord-336496-ib26nqjz 61 16 from from IN cord-336496-ib26nqjz 61 17 a a DT cord-336496-ib26nqjz 61 18 ( ( -LRB- cord-336496-ib26nqjz 61 19 negative negative JJ cord-336496-ib26nqjz 61 20 ) ) -RRB- cord-336496-ib26nqjz 61 21 shock shock NN cord-336496-ib26nqjz 61 22 would would MD cord-336496-ib26nqjz 61 23 be be VB cord-336496-ib26nqjz 61 24 quicker quick JJR cord-336496-ib26nqjz 61 25 when when WRB cord-336496-ib26nqjz 61 26 there there EX cord-336496-ib26nqjz 61 27 is be VBZ cord-336496-ib26nqjz 61 28 an an DT cord-336496-ib26nqjz 61 29 industrial industrial JJ cord-336496-ib26nqjz 61 30 base base NN cord-336496-ib26nqjz 61 31 that that WDT cord-336496-ib26nqjz 61 32 is be VBZ cord-336496-ib26nqjz 61 33 diverse diverse JJ cord-336496-ib26nqjz 61 34 . . . cord-336496-ib26nqjz 62 1 It -PRON- PRP cord-336496-ib26nqjz 62 2 has have VBZ cord-336496-ib26nqjz 62 3 also also RB cord-336496-ib26nqjz 62 4 been be VBN cord-336496-ib26nqjz 62 5 recognized recognize VBN cord-336496-ib26nqjz 62 6 that that IN cord-336496-ib26nqjz 62 7 migration migration NN cord-336496-ib26nqjz 62 8 ( ( -LRB- cord-336496-ib26nqjz 62 9 even even RB cord-336496-ib26nqjz 62 10 only only RB cord-336496-ib26nqjz 62 11 temporary temporary JJ cord-336496-ib26nqjz 62 12 ) ) -RRB- cord-336496-ib26nqjz 62 13 in in IN cord-336496-ib26nqjz 62 14 response response NN cord-336496-ib26nqjz 62 15 to to IN cord-336496-ib26nqjz 62 16 a a DT cord-336496-ib26nqjz 62 17 shock shock NN cord-336496-ib26nqjz 62 18 could could MD cord-336496-ib26nqjz 62 19 influence influence VB cord-336496-ib26nqjz 62 20 local local JJ cord-336496-ib26nqjz 62 21 labor labor NN cord-336496-ib26nqjz 62 22 markets market NNS cord-336496-ib26nqjz 62 23 and and CC cord-336496-ib26nqjz 62 24 house house NN cord-336496-ib26nqjz 62 25 price price NN cord-336496-ib26nqjz 62 26 dynamics dynamic NNS cord-336496-ib26nqjz 63 1 ( ( -LRB- cord-336496-ib26nqjz 63 2 Boustan Boustan NNP cord-336496-ib26nqjz 63 3 et et NNP cord-336496-ib26nqjz 63 4 al al NNP cord-336496-ib26nqjz 63 5 . . NNP cord-336496-ib26nqjz 63 6 , , , cord-336496-ib26nqjz 63 7 2020 2020 CD cord-336496-ib26nqjz 63 8 ) ) -RRB- cord-336496-ib26nqjz 63 9 . . . cord-336496-ib26nqjz 64 1 As as IN cord-336496-ib26nqjz 64 2 such such JJ cord-336496-ib26nqjz 64 3 , , , cord-336496-ib26nqjz 64 4 and and CC cord-336496-ib26nqjz 64 5 if if IN cord-336496-ib26nqjz 64 6 after after IN cord-336496-ib26nqjz 64 7 a a DT cord-336496-ib26nqjz 64 8 disaster disaster NN cord-336496-ib26nqjz 64 9 migration migration NN cord-336496-ib26nqjz 64 10 tends tend VBZ cord-336496-ib26nqjz 64 11 to to TO cord-336496-ib26nqjz 64 12 occur occur VB cord-336496-ib26nqjz 64 13 from from IN cord-336496-ib26nqjz 64 14 concentrated concentrate VBN cord-336496-ib26nqjz 64 15 to to IN cord-336496-ib26nqjz 64 16 more more RBR cord-336496-ib26nqjz 64 17 diverse diverse JJ cord-336496-ib26nqjz 64 18 areas area NNS cord-336496-ib26nqjz 64 19 , , , cord-336496-ib26nqjz 64 20 migratory migratory JJ cord-336496-ib26nqjz 64 21 dynamics dynamic NNS cord-336496-ib26nqjz 64 22 could could MD cord-336496-ib26nqjz 64 23 represent represent VB cord-336496-ib26nqjz 64 24 an an DT cord-336496-ib26nqjz 64 25 additional additional JJ cord-336496-ib26nqjz 64 26 mechanism mechanism NN cord-336496-ib26nqjz 64 27 explaining explain VBG cord-336496-ib26nqjz 64 28 why why WRB cord-336496-ib26nqjz 64 29 diversity diversity NN cord-336496-ib26nqjz 64 30 drives drive VBZ cord-336496-ib26nqjz 64 31 resiliency resiliency NN cord-336496-ib26nqjz 64 32 . . . cord-336496-ib26nqjz 65 1 Using use VBG cord-336496-ib26nqjz 65 2 data datum NNS cord-336496-ib26nqjz 65 3 on on IN cord-336496-ib26nqjz 65 4 county county NN cord-336496-ib26nqjz 65 5 - - HYPH cord-336496-ib26nqjz 65 6 to to IN cord-336496-ib26nqjz 65 7 - - HYPH cord-336496-ib26nqjz 65 8 county county NN cord-336496-ib26nqjz 65 9 migration migration NN cord-336496-ib26nqjz 65 10 flows flow VBZ cord-336496-ib26nqjz 65 11 we -PRON- PRP cord-336496-ib26nqjz 65 12 formally formally RB cord-336496-ib26nqjz 65 13 test test VBP cord-336496-ib26nqjz 65 14 this this DT cord-336496-ib26nqjz 65 15 hypothesis hypothesis NN cord-336496-ib26nqjz 65 16 . . . cord-336496-ib26nqjz 66 1 Like like IN cord-336496-ib26nqjz 66 2 Boustan Boustan NNP cord-336496-ib26nqjz 66 3 et et NNP cord-336496-ib26nqjz 66 4 al al NNP cord-336496-ib26nqjz 66 5 . . . cord-336496-ib26nqjz 67 1 ( ( -LRB- cord-336496-ib26nqjz 67 2 2020 2020 CD cord-336496-ib26nqjz 67 3 ) ) -RRB- cord-336496-ib26nqjz 67 4 , , , cord-336496-ib26nqjz 67 5 we -PRON- PRP cord-336496-ib26nqjz 67 6 first first RB cord-336496-ib26nqjz 67 7 show show VBP cord-336496-ib26nqjz 67 8 that that IN cord-336496-ib26nqjz 67 9 natural natural JJ cord-336496-ib26nqjz 67 10 disasters disaster NNS cord-336496-ib26nqjz 67 11 lead lead VBP cord-336496-ib26nqjz 67 12 to to IN cord-336496-ib26nqjz 67 13 statistically statistically RB cord-336496-ib26nqjz 67 14 significant significant JJ cord-336496-ib26nqjz 67 15 increases increase NNS cord-336496-ib26nqjz 67 16 in in IN cord-336496-ib26nqjz 67 17 out out NN cord-336496-ib26nqjz 67 18 - - HYPH cord-336496-ib26nqjz 67 19 migration migration NN cord-336496-ib26nqjz 67 20 and and CC cord-336496-ib26nqjz 67 21 net net JJ cord-336496-ib26nqjz 67 22 - - HYPH cord-336496-ib26nqjz 67 23 migration migration NN cord-336496-ib26nqjz 67 24 . . . cord-336496-ib26nqjz 68 1 Additionally additionally RB cord-336496-ib26nqjz 68 2 , , , cord-336496-ib26nqjz 68 3 using use VBG cord-336496-ib26nqjz 68 4 a a DT cord-336496-ib26nqjz 68 5 difference difference NN cord-336496-ib26nqjz 68 6 - - HYPH cord-336496-ib26nqjz 68 7 in in IN cord-336496-ib26nqjz 68 8 - - HYPH cord-336496-ib26nqjz 68 9 differences difference NNS cord-336496-ib26nqjz 68 10 estimation estimation NN cord-336496-ib26nqjz 68 11 framework framework NN cord-336496-ib26nqjz 68 12 we -PRON- PRP cord-336496-ib26nqjz 68 13 also also RB cord-336496-ib26nqjz 68 14 find find VBP cord-336496-ib26nqjz 68 15 that that IN cord-336496-ib26nqjz 68 16 conditional conditional JJ cord-336496-ib26nqjz 68 17 on on IN cord-336496-ib26nqjz 68 18 experiencing experience VBG cord-336496-ib26nqjz 68 19 a a DT cord-336496-ib26nqjz 68 20 disaster disaster NN cord-336496-ib26nqjz 68 21 , , , cord-336496-ib26nqjz 68 22 more more RBR cord-336496-ib26nqjz 68 23 diverse diverse JJ cord-336496-ib26nqjz 68 24 economies economy NNS cord-336496-ib26nqjz 68 25 experience experience VBP cord-336496-ib26nqjz 68 26 a a DT cord-336496-ib26nqjz 68 27 smaller small JJR cord-336496-ib26nqjz 68 28 degree degree NN cord-336496-ib26nqjz 68 29 of of IN cord-336496-ib26nqjz 68 30 outmigration outmigration NN cord-336496-ib26nqjz 68 31 and and CC cord-336496-ib26nqjz 68 32 net net JJ cord-336496-ib26nqjz 68 33 - - HYPH cord-336496-ib26nqjz 68 34 migration migration NN cord-336496-ib26nqjz 68 35 . . . cord-336496-ib26nqjz 69 1 Viewed view VBN cord-336496-ib26nqjz 69 2 through through IN cord-336496-ib26nqjz 69 3 the the DT cord-336496-ib26nqjz 69 4 lens lens NN cord-336496-ib26nqjz 69 5 where where WRB cord-336496-ib26nqjz 69 6 relative relative JJ cord-336496-ib26nqjz 69 7 demand demand NN cord-336496-ib26nqjz 69 8 for for IN cord-336496-ib26nqjz 69 9 housing housing NN cord-336496-ib26nqjz 69 10 falls fall VBZ cord-336496-ib26nqjz 69 11 more more RBR cord-336496-ib26nqjz 69 12 in in IN cord-336496-ib26nqjz 69 13 areas area NNS cord-336496-ib26nqjz 69 14 with with IN cord-336496-ib26nqjz 69 15 concentrated concentrated JJ cord-336496-ib26nqjz 69 16 employment employment NN cord-336496-ib26nqjz 69 17 , , , cord-336496-ib26nqjz 69 18 the the DT cord-336496-ib26nqjz 69 19 migration migration NN cord-336496-ib26nqjz 69 20 channel channel NN cord-336496-ib26nqjz 69 21 is be VBZ cord-336496-ib26nqjz 69 22 perhaps perhaps RB cord-336496-ib26nqjz 69 23 one one CD cord-336496-ib26nqjz 69 24 important important JJ cord-336496-ib26nqjz 69 25 explanation explanation NN cord-336496-ib26nqjz 69 26 of of IN cord-336496-ib26nqjz 69 27 our -PRON- PRP$ cord-336496-ib26nqjz 69 28 results result NNS cord-336496-ib26nqjz 69 29 . . . cord-336496-ib26nqjz 70 1 We -PRON- PRP cord-336496-ib26nqjz 70 2 proceed proceed VBP cord-336496-ib26nqjz 70 3 by by IN cord-336496-ib26nqjz 70 4 providing provide VBG cord-336496-ib26nqjz 70 5 a a DT cord-336496-ib26nqjz 70 6 background background NN cord-336496-ib26nqjz 70 7 on on IN cord-336496-ib26nqjz 70 8 related related JJ cord-336496-ib26nqjz 70 9 works work NNS cord-336496-ib26nqjz 70 10 in in IN cord-336496-ib26nqjz 70 11 Section section NN cord-336496-ib26nqjz 70 12 2 2 CD cord-336496-ib26nqjz 70 13 . . . cord-336496-ib26nqjz 71 1 We -PRON- PRP cord-336496-ib26nqjz 71 2 summarize summarize VBP cord-336496-ib26nqjz 71 3 our -PRON- PRP$ cord-336496-ib26nqjz 71 4 study study NN cord-336496-ib26nqjz 71 5 area area NN cord-336496-ib26nqjz 71 6 and and CC cord-336496-ib26nqjz 71 7 data datum NNS cord-336496-ib26nqjz 71 8 in in IN cord-336496-ib26nqjz 71 9 Section section NN cord-336496-ib26nqjz 71 10 3 3 CD cord-336496-ib26nqjz 71 11 . . . cord-336496-ib26nqjz 72 1 We -PRON- PRP cord-336496-ib26nqjz 72 2 present present VBP cord-336496-ib26nqjz 72 3 our -PRON- PRP$ cord-336496-ib26nqjz 72 4 empirical empirical JJ cord-336496-ib26nqjz 72 5 methodology methodology NN cord-336496-ib26nqjz 72 6 in in IN cord-336496-ib26nqjz 72 7 Section section NN cord-336496-ib26nqjz 72 8 4 4 CD cord-336496-ib26nqjz 72 9 and and CC cord-336496-ib26nqjz 72 10 our -PRON- PRP$ cord-336496-ib26nqjz 72 11 findings finding NNS cord-336496-ib26nqjz 72 12 in in IN cord-336496-ib26nqjz 72 13 Section section NN cord-336496-ib26nqjz 72 14 5 5 CD cord-336496-ib26nqjz 72 15 . . . cord-336496-ib26nqjz 73 1 In in IN cord-336496-ib26nqjz 73 2 Section section NN cord-336496-ib26nqjz 73 3 6 6 CD cord-336496-ib26nqjz 73 4 we -PRON- PRP cord-336496-ib26nqjz 73 5 discuss discuss VBP cord-336496-ib26nqjz 73 6 potential potential JJ cord-336496-ib26nqjz 73 7 threats threat NNS cord-336496-ib26nqjz 73 8 to to IN cord-336496-ib26nqjz 73 9 the the DT cord-336496-ib26nqjz 73 10 identifying identify VBG cord-336496-ib26nqjz 73 11 assumptions assumption NNS cord-336496-ib26nqjz 73 12 of of IN cord-336496-ib26nqjz 73 13 our -PRON- PRP$ cord-336496-ib26nqjz 73 14 model model NN cord-336496-ib26nqjz 73 15 . . . cord-336496-ib26nqjz 74 1 In in IN cord-336496-ib26nqjz 74 2 Section section NN cord-336496-ib26nqjz 74 3 7 7 CD cord-336496-ib26nqjz 74 4 we -PRON- PRP cord-336496-ib26nqjz 74 5 utilize utilize VBP cord-336496-ib26nqjz 74 6 an an DT cord-336496-ib26nqjz 74 7 instrumental instrumental JJ cord-336496-ib26nqjz 74 8 variables variable NNS cord-336496-ib26nqjz 74 9 approach approach VBP cord-336496-ib26nqjz 74 10 to to TO cord-336496-ib26nqjz 74 11 estimate estimate VB cord-336496-ib26nqjz 74 12 the the DT cord-336496-ib26nqjz 74 13 direct direct JJ cord-336496-ib26nqjz 74 14 effect effect NN cord-336496-ib26nqjz 74 15 of of IN cord-336496-ib26nqjz 74 16 diversification diversification NN cord-336496-ib26nqjz 74 17 on on IN cord-336496-ib26nqjz 74 18 housing housing NN cord-336496-ib26nqjz 74 19 values value NNS cord-336496-ib26nqjz 74 20 and and CC cord-336496-ib26nqjz 74 21 summarize summarize VB cord-336496-ib26nqjz 74 22 and and CC cord-336496-ib26nqjz 74 23 conclude conclude VB cord-336496-ib26nqjz 74 24 in in IN cord-336496-ib26nqjz 74 25 Section section NN cord-336496-ib26nqjz 74 26 8 8 CD cord-336496-ib26nqjz 74 27 . . . cord-336496-ib26nqjz 75 1 2 2 LS cord-336496-ib26nqjz 76 1 See see VB cord-336496-ib26nqjz 76 2 , , , cord-336496-ib26nqjz 76 3 e.g. e.g. RB cord-336496-ib26nqjz 76 4 , , , cord-336496-ib26nqjz 76 5 Barth Barth NNP cord-336496-ib26nqjz 76 6 et et NNP cord-336496-ib26nqjz 76 7 al al NNP cord-336496-ib26nqjz 76 8 . . . cord-336496-ib26nqjz 77 1 ( ( -LRB- cord-336496-ib26nqjz 77 2 2015 2015 CD cord-336496-ib26nqjz 77 3 ) ) -RRB- cord-336496-ib26nqjz 77 4 , , , cord-336496-ib26nqjz 77 5 Malizia Malizia NNP cord-336496-ib26nqjz 77 6 and and CC cord-336496-ib26nqjz 77 7 Ke Ke NNP cord-336496-ib26nqjz 77 8 ( ( -LRB- cord-336496-ib26nqjz 77 9 1993 1993 CD cord-336496-ib26nqjz 77 10 ) ) -RRB- cord-336496-ib26nqjz 77 11 , , , cord-336496-ib26nqjz 77 12 Izraeli Izraeli NNP cord-336496-ib26nqjz 77 13 and and CC cord-336496-ib26nqjz 77 14 Murphy Murphy NNP cord-336496-ib26nqjz 77 15 ( ( -LRB- cord-336496-ib26nqjz 77 16 2003 2003 CD cord-336496-ib26nqjz 77 17 ) ) -RRB- cord-336496-ib26nqjz 77 18 , , , cord-336496-ib26nqjz 77 19 Siegel Siegel NNP cord-336496-ib26nqjz 77 20 et et NNP cord-336496-ib26nqjz 77 21 al al NNP cord-336496-ib26nqjz 77 22 . . . cord-336496-ib26nqjz 78 1 ( ( -LRB- cord-336496-ib26nqjz 78 2 1998 1998 CD cord-336496-ib26nqjz 78 3 ) ) -RRB- cord-336496-ib26nqjz 79 1 , , , cord-336496-ib26nqjz 79 2 Hammond Hammond NNP cord-336496-ib26nqjz 79 3 and and CC cord-336496-ib26nqjz 79 4 Thompson Thompson NNP cord-336496-ib26nqjz 79 5 ( ( -LRB- cord-336496-ib26nqjz 79 6 2004 2004 CD cord-336496-ib26nqjz 79 7 ) ) -RRB- cord-336496-ib26nqjz 79 8 , , , cord-336496-ib26nqjz 79 9 and and CC cord-336496-ib26nqjz 79 10 Wagner Wagner NNP cord-336496-ib26nqjz 79 11 and and CC cord-336496-ib26nqjz 79 12 Deller Deller NNP cord-336496-ib26nqjz 79 13 ( ( -LRB- cord-336496-ib26nqjz 79 14 1998 1998 CD cord-336496-ib26nqjz 79 15 ) ) -RRB- cord-336496-ib26nqjz 79 16 . . . cord-336496-ib26nqjz 80 1 A a DT cord-336496-ib26nqjz 80 2 full full JJ cord-336496-ib26nqjz 80 3 description description NN cord-336496-ib26nqjz 80 4 of of IN cord-336496-ib26nqjz 80 5 this this DT cord-336496-ib26nqjz 80 6 literature literature NN cord-336496-ib26nqjz 80 7 is be VBZ cord-336496-ib26nqjz 80 8 provided provide VBN cord-336496-ib26nqjz 80 9 in in IN cord-336496-ib26nqjz 80 10 Section section NN cord-336496-ib26nqjz 80 11 ( ( -LRB- cord-336496-ib26nqjz 80 12 2 2 CD cord-336496-ib26nqjz 80 13 ) ) -RRB- cord-336496-ib26nqjz 80 14 . . . cord-336496-ib26nqjz 81 1 The the DT cord-336496-ib26nqjz 81 2 analysis analysis NN cord-336496-ib26nqjz 81 3 brings bring VBZ cord-336496-ib26nqjz 81 4 together together RB cord-336496-ib26nqjz 81 5 several several JJ cord-336496-ib26nqjz 81 6 literatures literature NNS cord-336496-ib26nqjz 81 7 that that WDT cord-336496-ib26nqjz 81 8 deal deal VBP cord-336496-ib26nqjz 81 9 with with IN cord-336496-ib26nqjz 81 10 the the DT cord-336496-ib26nqjz 81 11 various various JJ cord-336496-ib26nqjz 81 12 connections connection NNS cord-336496-ib26nqjz 81 13 between between IN cord-336496-ib26nqjz 81 14 employment employment NN cord-336496-ib26nqjz 81 15 diversity diversity NN cord-336496-ib26nqjz 81 16 , , , cord-336496-ib26nqjz 81 17 labor labor NN cord-336496-ib26nqjz 81 18 market market NN cord-336496-ib26nqjz 81 19 performance performance NN cord-336496-ib26nqjz 81 20 , , , cord-336496-ib26nqjz 81 21 real real JJ cord-336496-ib26nqjz 81 22 estate estate NN cord-336496-ib26nqjz 81 23 prices price NNS cord-336496-ib26nqjz 81 24 , , , cord-336496-ib26nqjz 81 25 and and CC cord-336496-ib26nqjz 81 26 the the DT cord-336496-ib26nqjz 81 27 economic economic JJ cord-336496-ib26nqjz 81 28 impact impact NN cord-336496-ib26nqjz 81 29 of of IN cord-336496-ib26nqjz 81 30 natural natural JJ cord-336496-ib26nqjz 81 31 disasters disaster NNS cord-336496-ib26nqjz 81 32 . . . cord-336496-ib26nqjz 82 1 We -PRON- PRP cord-336496-ib26nqjz 82 2 take take VBP cord-336496-ib26nqjz 82 3 up up RP cord-336496-ib26nqjz 82 4 the the DT cord-336496-ib26nqjz 82 5 connections connection NNS cord-336496-ib26nqjz 82 6 between between IN cord-336496-ib26nqjz 82 7 various various JJ cord-336496-ib26nqjz 82 8 pairs pair NNS cord-336496-ib26nqjz 82 9 of of IN cord-336496-ib26nqjz 82 10 these these DT cord-336496-ib26nqjz 82 11 concepts concept NNS cord-336496-ib26nqjz 82 12 in in IN cord-336496-ib26nqjz 82 13 order order NN cord-336496-ib26nqjz 82 14 to to TO cord-336496-ib26nqjz 82 15 provide provide VB cord-336496-ib26nqjz 82 16 context context NN cord-336496-ib26nqjz 82 17 for for IN cord-336496-ib26nqjz 82 18 this this DT cord-336496-ib26nqjz 82 19 analysis analysis NN cord-336496-ib26nqjz 82 20 and and CC cord-336496-ib26nqjz 82 21 the the DT cord-336496-ib26nqjz 82 22 hypotheses hypothesis NNS cord-336496-ib26nqjz 82 23 that that WDT cord-336496-ib26nqjz 82 24 we -PRON- PRP cord-336496-ib26nqjz 82 25 wish wish VBP cord-336496-ib26nqjz 82 26 to to TO cord-336496-ib26nqjz 82 27 explore explore VB cord-336496-ib26nqjz 82 28 . . . cord-336496-ib26nqjz 83 1 These these DT cord-336496-ib26nqjz 83 2 include include VBP cord-336496-ib26nqjz 83 3 the the DT cord-336496-ib26nqjz 83 4 relationship relationship NN cord-336496-ib26nqjz 83 5 between between IN cord-336496-ib26nqjz 83 6 ( ( -LRB- cord-336496-ib26nqjz 83 7 1 1 CD cord-336496-ib26nqjz 83 8 ) ) -RRB- cord-336496-ib26nqjz 83 9 diversity diversity NN cord-336496-ib26nqjz 83 10 and and CC cord-336496-ib26nqjz 83 11 volatility volatility NN cord-336496-ib26nqjz 83 12 , , , cord-336496-ib26nqjz 83 13 the the DT cord-336496-ib26nqjz 83 14 effect effect NN cord-336496-ib26nqjz 83 15 diversity diversity NN cord-336496-ib26nqjz 83 16 may may MD cord-336496-ib26nqjz 83 17 have have VB cord-336496-ib26nqjz 83 18 on on IN cord-336496-ib26nqjz 83 19 ( ( -LRB- cord-336496-ib26nqjz 83 20 2 2 LS cord-336496-ib26nqjz 83 21 ) ) -RRB- cord-336496-ib26nqjz 83 22 economic economic JJ cord-336496-ib26nqjz 83 23 performance performance NN cord-336496-ib26nqjz 83 24 and and CC cord-336496-ib26nqjz 83 25 ( ( -LRB- cord-336496-ib26nqjz 83 26 3 3 LS cord-336496-ib26nqjz 83 27 ) ) -RRB- cord-336496-ib26nqjz 83 28 resilience resilience NN cord-336496-ib26nqjz 83 29 to to IN cord-336496-ib26nqjz 83 30 economic economic JJ cord-336496-ib26nqjz 83 31 shocks shock NNS cord-336496-ib26nqjz 83 32 , , , cord-336496-ib26nqjz 83 33 ( ( -LRB- cord-336496-ib26nqjz 83 34 4 4 LS cord-336496-ib26nqjz 83 35 ) ) -RRB- cord-336496-ib26nqjz 83 36 the the DT cord-336496-ib26nqjz 83 37 links link NNS cord-336496-ib26nqjz 83 38 between between IN cord-336496-ib26nqjz 83 39 home home NN cord-336496-ib26nqjz 83 40 prices price NNS cord-336496-ib26nqjz 83 41 , , , cord-336496-ib26nqjz 83 42 diversity diversity NN cord-336496-ib26nqjz 83 43 , , , cord-336496-ib26nqjz 83 44 and and CC cord-336496-ib26nqjz 83 45 economic economic JJ cord-336496-ib26nqjz 83 46 fundamentals fundamental NNS cord-336496-ib26nqjz 83 47 , , , cord-336496-ib26nqjz 83 48 and and CC cord-336496-ib26nqjz 83 49 ( ( -LRB- cord-336496-ib26nqjz 83 50 5 5 LS cord-336496-ib26nqjz 83 51 ) ) -RRB- cord-336496-ib26nqjz 83 52 the the DT cord-336496-ib26nqjz 83 53 impact impact NN cord-336496-ib26nqjz 83 54 of of IN cord-336496-ib26nqjz 83 55 natural natural JJ cord-336496-ib26nqjz 83 56 disasters disaster NNS cord-336496-ib26nqjz 83 57 on on IN cord-336496-ib26nqjz 83 58 real real JJ cord-336496-ib26nqjz 83 59 estate estate NN cord-336496-ib26nqjz 83 60 markets market NNS cord-336496-ib26nqjz 83 61 . . . cord-336496-ib26nqjz 84 1 The the DT cord-336496-ib26nqjz 84 2 argument argument NN cord-336496-ib26nqjz 84 3 that that IN cord-336496-ib26nqjz 84 4 industrial industrial JJ cord-336496-ib26nqjz 84 5 diversification diversification NN cord-336496-ib26nqjz 84 6 may may MD cord-336496-ib26nqjz 84 7 lead lead VB cord-336496-ib26nqjz 84 8 to to IN cord-336496-ib26nqjz 84 9 reduced reduce VBN cord-336496-ib26nqjz 84 10 volatility volatility NN cord-336496-ib26nqjz 84 11 and and CC cord-336496-ib26nqjz 84 12 resilience resilience NN cord-336496-ib26nqjz 84 13 in in IN cord-336496-ib26nqjz 84 14 metropolitan metropolitan JJ cord-336496-ib26nqjz 84 15 economies economy NNS cord-336496-ib26nqjz 84 16 is be VBZ cord-336496-ib26nqjz 84 17 long long RB cord-336496-ib26nqjz 84 18 - - HYPH cord-336496-ib26nqjz 84 19 standing stand VBG cord-336496-ib26nqjz 84 20 . . . cord-336496-ib26nqjz 85 1 Barth Barth NNP cord-336496-ib26nqjz 85 2 et et NNP cord-336496-ib26nqjz 85 3 al al NNP cord-336496-ib26nqjz 85 4 . . . cord-336496-ib26nqjz 86 1 ( ( -LRB- cord-336496-ib26nqjz 86 2 2015 2015 CD cord-336496-ib26nqjz 86 3 ) ) -RRB- cord-336496-ib26nqjz 86 4 note note VBP cord-336496-ib26nqjz 86 5 that that IN cord-336496-ib26nqjz 86 6 , , , cord-336496-ib26nqjz 86 7 as as IN cord-336496-ib26nqjz 86 8 would would MD cord-336496-ib26nqjz 86 9 be be VB cord-336496-ib26nqjz 86 10 suggested suggest VBN cord-336496-ib26nqjz 86 11 by by IN cord-336496-ib26nqjz 86 12 standard standard JJ cord-336496-ib26nqjz 86 13 portfolio portfolio NN cord-336496-ib26nqjz 86 14 theory theory NN cord-336496-ib26nqjz 86 15 , , , cord-336496-ib26nqjz 86 16 a a DT cord-336496-ib26nqjz 86 17 diversified diversified JJ cord-336496-ib26nqjz 86 18 portfolio portfolio NN cord-336496-ib26nqjz 86 19 of of IN cord-336496-ib26nqjz 86 20 industry industry NN cord-336496-ib26nqjz 86 21 employment employment NN cord-336496-ib26nqjz 86 22 yields yield NNS cord-336496-ib26nqjz 86 23 lower low JJR cord-336496-ib26nqjz 86 24 overall overall JJ cord-336496-ib26nqjz 86 25 volatility volatility NN cord-336496-ib26nqjz 86 26 in in IN cord-336496-ib26nqjz 86 27 metro metro NNP cord-336496-ib26nqjz 86 28 employment employment NN cord-336496-ib26nqjz 86 29 . . . cord-336496-ib26nqjz 87 1 The the DT cord-336496-ib26nqjz 87 2 emphasis emphasis NN cord-336496-ib26nqjz 87 3 on on IN cord-336496-ib26nqjz 87 4 the the DT cord-336496-ib26nqjz 87 5 use use NN cord-336496-ib26nqjz 87 6 of of IN cord-336496-ib26nqjz 87 7 portfolio portfolio NN cord-336496-ib26nqjz 87 8 theory theory NN cord-336496-ib26nqjz 87 9 as as IN cord-336496-ib26nqjz 87 10 a a DT cord-336496-ib26nqjz 87 11 lens lens NN cord-336496-ib26nqjz 87 12 through through IN cord-336496-ib26nqjz 87 13 which which WDT cord-336496-ib26nqjz 87 14 to to TO cord-336496-ib26nqjz 87 15 view view VB cord-336496-ib26nqjz 87 16 employment employment NN cord-336496-ib26nqjz 87 17 volatility volatility NN cord-336496-ib26nqjz 87 18 led lead VBD cord-336496-ib26nqjz 87 19 to to IN cord-336496-ib26nqjz 87 20 the the DT cord-336496-ib26nqjz 87 21 insight insight NN cord-336496-ib26nqjz 87 22 that that IN cord-336496-ib26nqjz 87 23 what what WP cord-336496-ib26nqjz 87 24 mattered matter VBD cord-336496-ib26nqjz 87 25 was be VBD cord-336496-ib26nqjz 87 26 not not RB cord-336496-ib26nqjz 87 27 simply simply RB cord-336496-ib26nqjz 87 28 diversity diversity NN cord-336496-ib26nqjz 87 29 as as RB cord-336496-ib26nqjz 87 30 such such JJ cord-336496-ib26nqjz 87 31 , , , cord-336496-ib26nqjz 87 32 but but CC cord-336496-ib26nqjz 87 33 the the DT cord-336496-ib26nqjz 87 34 covariances covariance NNS cord-336496-ib26nqjz 87 35 of of IN cord-336496-ib26nqjz 87 36 sectoral sectoral JJ cord-336496-ib26nqjz 87 37 employments employment NNS cord-336496-ib26nqjz 87 38 . . . cord-336496-ib26nqjz 88 1 Diversity diversity NN cord-336496-ib26nqjz 88 2 is be VBZ cord-336496-ib26nqjz 88 3 simply simply RB cord-336496-ib26nqjz 88 4 a a DT cord-336496-ib26nqjz 88 5 means means NN cord-336496-ib26nqjz 88 6 to to TO cord-336496-ib26nqjz 88 7 tamp tamp VB cord-336496-ib26nqjz 88 8 down down RP cord-336496-ib26nqjz 88 9 the the DT cord-336496-ib26nqjz 88 10 effect effect NN cord-336496-ib26nqjz 88 11 of of IN cord-336496-ib26nqjz 88 12 these these DT cord-336496-ib26nqjz 88 13 covariances covariance NNS cord-336496-ib26nqjz 88 14 on on IN cord-336496-ib26nqjz 88 15 aggregate aggregate JJ cord-336496-ib26nqjz 88 16 employment employment NN cord-336496-ib26nqjz 88 17 variability variability NN cord-336496-ib26nqjz 88 18 . . . cord-336496-ib26nqjz 89 1 The the DT cord-336496-ib26nqjz 89 2 portfolio portfolio NN cord-336496-ib26nqjz 89 3 approach approach NN cord-336496-ib26nqjz 89 4 was be VBD cord-336496-ib26nqjz 89 5 pursued pursue VBN cord-336496-ib26nqjz 89 6 in in IN cord-336496-ib26nqjz 89 7 much much JJ cord-336496-ib26nqjz 89 8 of of IN cord-336496-ib26nqjz 89 9 the the DT cord-336496-ib26nqjz 89 10 subsequent subsequent JJ cord-336496-ib26nqjz 89 11 literature literature NN cord-336496-ib26nqjz 89 12 , , , cord-336496-ib26nqjz 89 13 including include VBG cord-336496-ib26nqjz 89 14 Malizia Malizia NNP cord-336496-ib26nqjz 89 15 and and CC cord-336496-ib26nqjz 89 16 Ke Ke NNP cord-336496-ib26nqjz 89 17 ( ( -LRB- cord-336496-ib26nqjz 89 18 1993 1993 CD cord-336496-ib26nqjz 89 19 ) ) -RRB- cord-336496-ib26nqjz 89 20 and and CC cord-336496-ib26nqjz 89 21 Izraeli Izraeli NNPS cord-336496-ib26nqjz 89 22 and and CC cord-336496-ib26nqjz 89 23 Murphy Murphy NNP cord-336496-ib26nqjz 89 24 ( ( -LRB- cord-336496-ib26nqjz 89 25 2003 2003 CD cord-336496-ib26nqjz 89 26 ) ) -RRB- cord-336496-ib26nqjz 89 27 with with IN cord-336496-ib26nqjz 89 28 respect respect NN cord-336496-ib26nqjz 89 29 to to IN cord-336496-ib26nqjz 89 30 unemployment unemployment NN cord-336496-ib26nqjz 89 31 changes change NNS cord-336496-ib26nqjz 89 32 and and CC cord-336496-ib26nqjz 89 33 Siegel Siegel NNP cord-336496-ib26nqjz 89 34 et et NNP cord-336496-ib26nqjz 89 35 al al NNP cord-336496-ib26nqjz 89 36 . . . cord-336496-ib26nqjz 90 1 ( ( -LRB- cord-336496-ib26nqjz 90 2 1994 1994 CD cord-336496-ib26nqjz 90 3 ) ) -RRB- cord-336496-ib26nqjz 90 4 and and CC cord-336496-ib26nqjz 90 5 Wagner Wagner NNP cord-336496-ib26nqjz 90 6 and and CC cord-336496-ib26nqjz 90 7 Deller Deller NNP cord-336496-ib26nqjz 90 8 ( ( -LRB- cord-336496-ib26nqjz 90 9 1998 1998 CD cord-336496-ib26nqjz 90 10 ) ) -RRB- cord-336496-ib26nqjz 90 11 in in IN cord-336496-ib26nqjz 90 12 the the DT cord-336496-ib26nqjz 90 13 context context NN cord-336496-ib26nqjz 90 14 of of IN cord-336496-ib26nqjz 90 15 an an DT cord-336496-ib26nqjz 90 16 input input JJ cord-336496-ib26nqjz 90 17 - - HYPH cord-336496-ib26nqjz 90 18 output output NN cord-336496-ib26nqjz 90 19 model model NN cord-336496-ib26nqjz 90 20 . . . cord-336496-ib26nqjz 91 1 Hammond Hammond NNP cord-336496-ib26nqjz 91 2 and and CC cord-336496-ib26nqjz 91 3 Thompson Thompson NNP cord-336496-ib26nqjz 91 4 ( ( -LRB- cord-336496-ib26nqjz 91 5 2004 2004 CD cord-336496-ib26nqjz 91 6 ) ) -RRB- cord-336496-ib26nqjz 91 7 also also RB cord-336496-ib26nqjz 91 8 note note VBP cord-336496-ib26nqjz 91 9 that that IN cord-336496-ib26nqjz 91 10 greater great JJR cord-336496-ib26nqjz 91 11 industrial industrial JJ cord-336496-ib26nqjz 91 12 specialization specialization NN cord-336496-ib26nqjz 91 13 yields yield VBZ cord-336496-ib26nqjz 91 14 greater great JJR cord-336496-ib26nqjz 91 15 employment employment NN cord-336496-ib26nqjz 91 16 volatility volatility NN cord-336496-ib26nqjz 91 17 but but CC cord-336496-ib26nqjz 91 18 also also RB cord-336496-ib26nqjz 91 19 emphasized emphasize VBD cord-336496-ib26nqjz 91 20 the the DT cord-336496-ib26nqjz 91 21 role role NN cord-336496-ib26nqjz 91 22 of of IN cord-336496-ib26nqjz 91 23 local local JJ cord-336496-ib26nqjz 91 24 demographic demographic JJ cord-336496-ib26nqjz 91 25 characteristics characteristic NNS cord-336496-ib26nqjz 91 26 . . . cord-336496-ib26nqjz 92 1 Interestingly interestingly RB cord-336496-ib26nqjz 92 2 , , , cord-336496-ib26nqjz 92 3 Carvalho Carvalho NNP cord-336496-ib26nqjz 92 4 ( ( -LRB- cord-336496-ib26nqjz 92 5 2014 2014 CD cord-336496-ib26nqjz 92 6 ) ) -RRB- cord-336496-ib26nqjz 92 7 notes note VBZ cord-336496-ib26nqjz 92 8 the the DT cord-336496-ib26nqjz 92 9 idea idea NN cord-336496-ib26nqjz 92 10 that that IN cord-336496-ib26nqjz 92 11 disaggregating disaggregate VBG cord-336496-ib26nqjz 92 12 the the DT cord-336496-ib26nqjz 92 13 economy economy NN cord-336496-ib26nqjz 92 14 into into IN cord-336496-ib26nqjz 92 15 smaller small JJR cord-336496-ib26nqjz 92 16 sectors sector NNS cord-336496-ib26nqjz 92 17 will will MD cord-336496-ib26nqjz 92 18 serve serve VB cord-336496-ib26nqjz 92 19 to to TO cord-336496-ib26nqjz 92 20 dampen dampen VB cord-336496-ib26nqjz 92 21 the the DT cord-336496-ib26nqjz 92 22 overall overall JJ cord-336496-ib26nqjz 92 23 effects effect NNS cord-336496-ib26nqjz 92 24 of of IN cord-336496-ib26nqjz 92 25 a a DT cord-336496-ib26nqjz 92 26 disturbance disturbance NN cord-336496-ib26nqjz 92 27 to to IN cord-336496-ib26nqjz 92 28 any any DT cord-336496-ib26nqjz 92 29 one one CD cord-336496-ib26nqjz 92 30 sector sector NN cord-336496-ib26nqjz 92 31 was be VBD cord-336496-ib26nqjz 92 32 perpetuated perpetuate VBN cord-336496-ib26nqjz 92 33 by by IN cord-336496-ib26nqjz 92 34 the the DT cord-336496-ib26nqjz 92 35 earlier early JJR cord-336496-ib26nqjz 92 36 work work NN cord-336496-ib26nqjz 92 37 of of IN cord-336496-ib26nqjz 92 38 Lucas Lucas NNP cord-336496-ib26nqjz 92 39 ( ( -LRB- cord-336496-ib26nqjz 92 40 1977 1977 CD cord-336496-ib26nqjz 92 41 , , , cord-336496-ib26nqjz 92 42 page page NN cord-336496-ib26nqjz 92 43 20 20 CD cord-336496-ib26nqjz 92 44 ) ) -RRB- cord-336496-ib26nqjz 92 45 who who WP cord-336496-ib26nqjz 92 46 writes write VBZ cord-336496-ib26nqjz 92 47 : : : cord-336496-ib26nqjz 92 48 " " `` cord-336496-ib26nqjz 92 49 In in IN cord-336496-ib26nqjz 92 50 a a DT cord-336496-ib26nqjz 92 51 complex complex JJ cord-336496-ib26nqjz 92 52 modern modern JJ cord-336496-ib26nqjz 92 53 economy economy NN cord-336496-ib26nqjz 92 54 , , , cord-336496-ib26nqjz 92 55 there there EX cord-336496-ib26nqjz 92 56 will will MD cord-336496-ib26nqjz 92 57 be be VB cord-336496-ib26nqjz 92 58 a a DT cord-336496-ib26nqjz 92 59 large large JJ cord-336496-ib26nqjz 92 60 number number NN cord-336496-ib26nqjz 92 61 of of IN cord-336496-ib26nqjz 92 62 such such JJ cord-336496-ib26nqjz 92 63 shifts shift NNS cord-336496-ib26nqjz 92 64 in in IN cord-336496-ib26nqjz 92 65 any any DT cord-336496-ib26nqjz 92 66 given give VBN cord-336496-ib26nqjz 92 67 period period NN cord-336496-ib26nqjz 92 68 , , , cord-336496-ib26nqjz 92 69 each each DT cord-336496-ib26nqjz 92 70 small small JJ cord-336496-ib26nqjz 92 71 in in IN cord-336496-ib26nqjz 92 72 importance importance NN cord-336496-ib26nqjz 92 73 relative relative JJ cord-336496-ib26nqjz 92 74 to to IN cord-336496-ib26nqjz 92 75 total total JJ cord-336496-ib26nqjz 92 76 output output NN cord-336496-ib26nqjz 92 77 . . . cord-336496-ib26nqjz 93 1 There there EX cord-336496-ib26nqjz 93 2 will will MD cord-336496-ib26nqjz 93 3 be be VB cord-336496-ib26nqjz 93 4 much much RB cord-336496-ib26nqjz 93 5 ' ' `` cord-336496-ib26nqjz 93 6 averaging average VBG cord-336496-ib26nqjz 93 7 out out RP cord-336496-ib26nqjz 93 8 ' ' '' cord-336496-ib26nqjz 93 9 of of IN cord-336496-ib26nqjz 93 10 such such JJ cord-336496-ib26nqjz 93 11 effects effect NNS cord-336496-ib26nqjz 93 12 across across IN cord-336496-ib26nqjz 93 13 markets market NNS cord-336496-ib26nqjz 93 14 . . . cord-336496-ib26nqjz 93 15 " " '' cord-336496-ib26nqjz 94 1 J J NNP cord-336496-ib26nqjz 94 2 o o NN cord-336496-ib26nqjz 94 3 u u NN cord-336496-ib26nqjz 94 4 r r NN cord-336496-ib26nqjz 94 5 n n NN cord-336496-ib26nqjz 94 6 a a DT cord-336496-ib26nqjz 94 7 l l NN cord-336496-ib26nqjz 94 8 P p NN cord-336496-ib26nqjz 94 9 r r NN cord-336496-ib26nqjz 94 10 e e NN cord-336496-ib26nqjz 94 11 -p -p NN cord-336496-ib26nqjz 95 1 r r LS cord-336496-ib26nqjz 96 1 o o UH cord-336496-ib26nqjz 96 2 o o NN cord-336496-ib26nqjz 96 3 f f NN cord-336496-ib26nqjz 96 4 Inspired inspire VBN cord-336496-ib26nqjz 96 5 by by IN cord-336496-ib26nqjz 96 6 the the DT cord-336496-ib26nqjz 96 7 lessons lesson NNS cord-336496-ib26nqjz 96 8 of of IN cord-336496-ib26nqjz 96 9 the the DT cord-336496-ib26nqjz 96 10 2011 2011 CD cord-336496-ib26nqjz 96 11 earthquake earthquake NN cord-336496-ib26nqjz 96 12 in in IN cord-336496-ib26nqjz 96 13 Japan Japan NNP cord-336496-ib26nqjz 97 1 , , , cord-336496-ib26nqjz 97 2 Carvalho Carvalho NNP cord-336496-ib26nqjz 97 3 ( ( -LRB- cord-336496-ib26nqjz 97 4 2014 2014 CD cord-336496-ib26nqjz 97 5 ) ) -RRB- cord-336496-ib26nqjz 97 6 provides provide VBZ cord-336496-ib26nqjz 97 7 a a DT cord-336496-ib26nqjz 97 8 new new JJ cord-336496-ib26nqjz 97 9 and and CC cord-336496-ib26nqjz 97 10 more more RBR cord-336496-ib26nqjz 97 11 sophisticated sophisticated JJ cord-336496-ib26nqjz 97 12 perspective perspective NN cord-336496-ib26nqjz 97 13 on on IN cord-336496-ib26nqjz 97 14 the the DT cord-336496-ib26nqjz 97 15 role role NN cord-336496-ib26nqjz 97 16 of of IN cord-336496-ib26nqjz 97 17 diversification diversification NN cord-336496-ib26nqjz 97 18 in in IN cord-336496-ib26nqjz 97 19 the the DT cord-336496-ib26nqjz 97 20 national national JJ cord-336496-ib26nqjz 97 21 economy economy NN cord-336496-ib26nqjz 97 22 by by IN cord-336496-ib26nqjz 97 23 advancing advance VBG cord-336496-ib26nqjz 97 24 a a DT cord-336496-ib26nqjz 97 25 multisector multisector JJ cord-336496-ib26nqjz 97 26 general general JJ cord-336496-ib26nqjz 97 27 equilibrium equilibrium NN cord-336496-ib26nqjz 97 28 model model NN cord-336496-ib26nqjz 97 29 . . . cord-336496-ib26nqjz 98 1 The the DT cord-336496-ib26nqjz 98 2 key key JJ cord-336496-ib26nqjz 98 3 insight insight NN cord-336496-ib26nqjz 98 4 of of IN cord-336496-ib26nqjz 98 5 Carvalho Carvalho NNP cord-336496-ib26nqjz 98 6 ( ( -LRB- cord-336496-ib26nqjz 98 7 2014 2014 CD cord-336496-ib26nqjz 98 8 ) ) -RRB- cord-336496-ib26nqjz 98 9 is be VBZ cord-336496-ib26nqjz 98 10 that that IN cord-336496-ib26nqjz 98 11 whether whether IN cord-336496-ib26nqjz 98 12 or or CC cord-336496-ib26nqjz 98 13 not not RB cord-336496-ib26nqjz 98 14 diversity diversity NN cord-336496-ib26nqjz 98 15 catalyzes catalyze VBZ cord-336496-ib26nqjz 98 16 resiliency resiliency NN cord-336496-ib26nqjz 98 17 may may MD cord-336496-ib26nqjz 98 18 ultimately ultimately RB cord-336496-ib26nqjz 98 19 depend depend VB cord-336496-ib26nqjz 98 20 on on IN cord-336496-ib26nqjz 98 21 the the DT cord-336496-ib26nqjz 98 22 complexity complexity NN cord-336496-ib26nqjz 98 23 of of IN cord-336496-ib26nqjz 98 24 the the DT cord-336496-ib26nqjz 98 25 input input NN cord-336496-ib26nqjz 98 26 - - HYPH cord-336496-ib26nqjz 98 27 output output NN cord-336496-ib26nqjz 98 28 linkages linkage NNS cord-336496-ib26nqjz 98 29 between between IN cord-336496-ib26nqjz 98 30 sectors sector NNS cord-336496-ib26nqjz 98 31 in in IN cord-336496-ib26nqjz 98 32 an an DT cord-336496-ib26nqjz 98 33 economy economy NN cord-336496-ib26nqjz 98 34 . . . cord-336496-ib26nqjz 99 1 In in IN cord-336496-ib26nqjz 99 2 effect effect NN cord-336496-ib26nqjz 99 3 , , , cord-336496-ib26nqjz 99 4 Carvalho Carvalho NNP cord-336496-ib26nqjz 99 5 ( ( -LRB- cord-336496-ib26nqjz 99 6 2014 2014 CD cord-336496-ib26nqjz 99 7 ) ) -RRB- cord-336496-ib26nqjz 99 8 argues argue VBZ cord-336496-ib26nqjz 99 9 that that IN cord-336496-ib26nqjz 99 10 cyclical cyclical JJ cord-336496-ib26nqjz 99 11 fluctuations fluctuation NNS cord-336496-ib26nqjz 99 12 may may MD cord-336496-ib26nqjz 99 13 arise arise VB cord-336496-ib26nqjz 99 14 from from IN cord-336496-ib26nqjz 99 15 small small JJ cord-336496-ib26nqjz 99 16 shocks shock NNS cord-336496-ib26nqjz 99 17 working work VBG cord-336496-ib26nqjz 99 18 their -PRON- PRP$ cord-336496-ib26nqjz 99 19 way way NN cord-336496-ib26nqjz 99 20 through through IN cord-336496-ib26nqjz 99 21 or or CC cord-336496-ib26nqjz 99 22 across across IN cord-336496-ib26nqjz 99 23 input input NN cord-336496-ib26nqjz 99 24 linkages linkage NNS cord-336496-ib26nqjz 99 25 . . . cord-336496-ib26nqjz 100 1 In in IN cord-336496-ib26nqjz 100 2 a a DT cord-336496-ib26nqjz 100 3 diversified diversified JJ cord-336496-ib26nqjz 100 4 but but CC cord-336496-ib26nqjz 100 5 horizontal horizontal JJ cord-336496-ib26nqjz 100 6 economy economy NN cord-336496-ib26nqjz 100 7 , , , cord-336496-ib26nqjz 100 8 disaggregation disaggregation NN cord-336496-ib26nqjz 100 9 leads lead VBZ cord-336496-ib26nqjz 100 10 to to IN cord-336496-ib26nqjz 100 11 decreases decrease NNS cord-336496-ib26nqjz 100 12 in in IN cord-336496-ib26nqjz 100 13 aggregate aggregate JJ cord-336496-ib26nqjz 100 14 volatility volatility NN cord-336496-ib26nqjz 100 15 . . . cord-336496-ib26nqjz 101 1 In in IN cord-336496-ib26nqjz 101 2 contrast contrast NN cord-336496-ib26nqjz 101 3 , , , cord-336496-ib26nqjz 101 4 once once RB cord-336496-ib26nqjz 101 5 Carvalho Carvalho NNP cord-336496-ib26nqjz 101 6 ( ( -LRB- cord-336496-ib26nqjz 101 7 2014 2014 CD cord-336496-ib26nqjz 101 8 ) ) -RRB- cord-336496-ib26nqjz 101 9 relaxes relax VBZ cord-336496-ib26nqjz 101 10 the the DT cord-336496-ib26nqjz 101 11 assumption assumption NN cord-336496-ib26nqjz 101 12 that that IN cord-336496-ib26nqjz 101 13 intermediate intermediate JJ cord-336496-ib26nqjz 101 14 producers producer NNS cord-336496-ib26nqjz 101 15 work work VBP cord-336496-ib26nqjz 101 16 in in IN cord-336496-ib26nqjz 101 17 isolation isolation NN cord-336496-ib26nqjz 101 18 from from IN cord-336496-ib26nqjz 101 19 each each DT cord-336496-ib26nqjz 101 20 other other JJ cord-336496-ib26nqjz 101 21 , , , cord-336496-ib26nqjz 101 22 shocks shock NNS cord-336496-ib26nqjz 101 23 to to IN cord-336496-ib26nqjz 101 24 one one CD cord-336496-ib26nqjz 101 25 sector sector NN cord-336496-ib26nqjz 101 26 may may MD cord-336496-ib26nqjz 101 27 propagate propagate VB cord-336496-ib26nqjz 101 28 through through IN cord-336496-ib26nqjz 101 29 other other JJ cord-336496-ib26nqjz 101 30 sectors sector NNS cord-336496-ib26nqjz 101 31 . . . cord-336496-ib26nqjz 102 1 In in IN cord-336496-ib26nqjz 102 2 this this DT cord-336496-ib26nqjz 102 3 paper paper NN cord-336496-ib26nqjz 102 4 we -PRON- PRP cord-336496-ib26nqjz 102 5 abstract abstract VBP cord-336496-ib26nqjz 102 6 away away RB cord-336496-ib26nqjz 102 7 from from IN cord-336496-ib26nqjz 102 8 modeling model VBG cord-336496-ib26nqjz 102 9 input input NN cord-336496-ib26nqjz 102 10 - - HYPH cord-336496-ib26nqjz 102 11 output output NN cord-336496-ib26nqjz 102 12 linkages linkage NNS cord-336496-ib26nqjz 102 13 across across IN cord-336496-ib26nqjz 102 14 sectors sector NNS cord-336496-ib26nqjz 102 15 within within IN cord-336496-ib26nqjz 102 16 our -PRON- PRP$ cord-336496-ib26nqjz 102 17 small small JJ cord-336496-ib26nqjz 102 18 regional regional JJ cord-336496-ib26nqjz 102 19 economies economy NNS cord-336496-ib26nqjz 102 20 , , , cord-336496-ib26nqjz 102 21 but but CC cord-336496-ib26nqjz 102 22 instead instead RB cord-336496-ib26nqjz 102 23 focus focus VB cord-336496-ib26nqjz 102 24 our -PRON- PRP$ cord-336496-ib26nqjz 102 25 efforts effort NNS cord-336496-ib26nqjz 102 26 on on IN cord-336496-ib26nqjz 102 27 modeling model VBG cord-336496-ib26nqjz 102 28 the the DT cord-336496-ib26nqjz 102 29 degree degree NN cord-336496-ib26nqjz 102 30 to to TO cord-336496-ib26nqjz 102 31 which which WDT cord-336496-ib26nqjz 102 32 labor labor NN cord-336496-ib26nqjz 102 33 market market NN cord-336496-ib26nqjz 102 34 activity activity NN cord-336496-ib26nqjz 102 35 is be VBZ cord-336496-ib26nqjz 102 36 fractionalized fractionalize VBN cord-336496-ib26nqjz 102 37 across across IN cord-336496-ib26nqjz 102 38 sectors sector NNS cord-336496-ib26nqjz 102 39 . . . cord-336496-ib26nqjz 103 1 There there EX cord-336496-ib26nqjz 103 2 exists exist VBZ cord-336496-ib26nqjz 103 3 a a DT cord-336496-ib26nqjz 103 4 separate separate JJ cord-336496-ib26nqjz 103 5 debate debate NN cord-336496-ib26nqjz 103 6 on on IN cord-336496-ib26nqjz 103 7 the the DT cord-336496-ib26nqjz 103 8 role role NN cord-336496-ib26nqjz 103 9 that that WDT cord-336496-ib26nqjz 103 10 diversity diversity NN cord-336496-ib26nqjz 103 11 plays play VBZ cord-336496-ib26nqjz 103 12 in in IN cord-336496-ib26nqjz 103 13 promoting promote VBG cord-336496-ib26nqjz 103 14 productivity productivity NN cord-336496-ib26nqjz 103 15 and and CC cord-336496-ib26nqjz 103 16 growth growth NN cord-336496-ib26nqjz 103 17 . . . cord-336496-ib26nqjz 104 1 Empirical empirical JJ cord-336496-ib26nqjz 104 2 analyses analysis NNS cord-336496-ib26nqjz 104 3 by by IN cord-336496-ib26nqjz 104 4 Frenken Frenken NNP cord-336496-ib26nqjz 104 5 et et FW cord-336496-ib26nqjz 104 6 al al NNP cord-336496-ib26nqjz 104 7 . . . cord-336496-ib26nqjz 105 1 ( ( -LRB- cord-336496-ib26nqjz 105 2 2007 2007 CD cord-336496-ib26nqjz 105 3 ) ) -RRB- cord-336496-ib26nqjz 105 4 notes note VBZ cord-336496-ib26nqjz 105 5 that that IN cord-336496-ib26nqjz 105 6 a a DT cord-336496-ib26nqjz 105 7 broad broad JJ cord-336496-ib26nqjz 105 8 variety variety NN cord-336496-ib26nqjz 105 9 of of IN cord-336496-ib26nqjz 105 10 industries industry NNS cord-336496-ib26nqjz 105 11 increases increase VBZ cord-336496-ib26nqjz 105 12 the the DT cord-336496-ib26nqjz 105 13 possibility possibility NN cord-336496-ib26nqjz 105 14 of of IN cord-336496-ib26nqjz 105 15 Jacobs Jacobs NNP cord-336496-ib26nqjz 105 16 ( ( -LRB- cord-336496-ib26nqjz 105 17 inter inter JJ cord-336496-ib26nqjz 105 18 - - JJ cord-336496-ib26nqjz 105 19 industry industry JJ cord-336496-ib26nqjz 105 20 ) ) -RRB- cord-336496-ib26nqjz 105 21 productivity productivity NN cord-336496-ib26nqjz 105 22 spillovers spillover NNS cord-336496-ib26nqjz 105 23 ( ( -LRB- cord-336496-ib26nqjz 105 24 Glaeser Glaeser NNP cord-336496-ib26nqjz 105 25 et et FW cord-336496-ib26nqjz 105 26 al al NNP cord-336496-ib26nqjz 105 27 . . NNP cord-336496-ib26nqjz 105 28 1992 1992 CD cord-336496-ib26nqjz 105 29 ) ) -RRB- cord-336496-ib26nqjz 105 30 . . . cord-336496-ib26nqjz 106 1 Note note VB cord-336496-ib26nqjz 106 2 , , , cord-336496-ib26nqjz 106 3 however however RB cord-336496-ib26nqjz 106 4 , , , cord-336496-ib26nqjz 106 5 that that IN cord-336496-ib26nqjz 106 6 our -PRON- PRP$ cord-336496-ib26nqjz 106 7 focus focus NN cord-336496-ib26nqjz 106 8 on on IN cord-336496-ib26nqjz 106 9 resilience resilience NN cord-336496-ib26nqjz 106 10 to to IN cord-336496-ib26nqjz 106 11 shocks shock NNS cord-336496-ib26nqjz 106 12 has have VBZ cord-336496-ib26nqjz 106 13 little little JJ cord-336496-ib26nqjz 106 14 to to TO cord-336496-ib26nqjz 106 15 do do VB cord-336496-ib26nqjz 106 16 with with IN cord-336496-ib26nqjz 106 17 productivity productivity NN cord-336496-ib26nqjz 106 18 spillovers spillover NNS cord-336496-ib26nqjz 106 19 and and CC cord-336496-ib26nqjz 106 20 much much RB cord-336496-ib26nqjz 106 21 more more JJR cord-336496-ib26nqjz 106 22 to to TO cord-336496-ib26nqjz 106 23 do do VB cord-336496-ib26nqjz 106 24 with with IN cord-336496-ib26nqjz 106 25 the the DT cord-336496-ib26nqjz 106 26 ability ability NN cord-336496-ib26nqjz 106 27 of of IN cord-336496-ib26nqjz 106 28 a a DT cord-336496-ib26nqjz 106 29 broader broader RBR cord-336496-ib26nqjz 106 30 based base VBN cord-336496-ib26nqjz 106 31 economy economy NN cord-336496-ib26nqjz 106 32 to to TO cord-336496-ib26nqjz 106 33 handle handle VB cord-336496-ib26nqjz 106 34 stress stress NN cord-336496-ib26nqjz 106 35 . . . cord-336496-ib26nqjz 107 1 Reliance reliance NN cord-336496-ib26nqjz 107 2 on on IN cord-336496-ib26nqjz 107 3 a a DT cord-336496-ib26nqjz 107 4 small small JJ cord-336496-ib26nqjz 107 5 set set NN cord-336496-ib26nqjz 107 6 of of IN cord-336496-ib26nqjz 107 7 industries industry NNS cord-336496-ib26nqjz 107 8 for for IN cord-336496-ib26nqjz 107 9 economic economic JJ cord-336496-ib26nqjz 107 10 health health NN cord-336496-ib26nqjz 107 11 can can MD cord-336496-ib26nqjz 107 12 be be VB cord-336496-ib26nqjz 107 13 detrimental detrimental JJ cord-336496-ib26nqjz 107 14 when when WRB cord-336496-ib26nqjz 107 15 shocks shock NNS cord-336496-ib26nqjz 107 16 are be VBP cord-336496-ib26nqjz 107 17 specific specific JJ cord-336496-ib26nqjz 107 18 to to IN cord-336496-ib26nqjz 107 19 those those DT cord-336496-ib26nqjz 107 20 sectors sector NNS cord-336496-ib26nqjz 107 21 . . . cord-336496-ib26nqjz 108 1 More more RBR cord-336496-ib26nqjz 108 2 closely closely RB cord-336496-ib26nqjz 108 3 related related JJ cord-336496-ib26nqjz 108 4 to to IN cord-336496-ib26nqjz 108 5 our -PRON- PRP$ cord-336496-ib26nqjz 108 6 research research NN cord-336496-ib26nqjz 108 7 here here RB cord-336496-ib26nqjz 108 8 is be VBZ cord-336496-ib26nqjz 108 9 work work NN cord-336496-ib26nqjz 108 10 that that WDT cord-336496-ib26nqjz 108 11 deals deal VBZ cord-336496-ib26nqjz 108 12 with with IN cord-336496-ib26nqjz 108 13 the the DT cord-336496-ib26nqjz 108 14 ability ability NN cord-336496-ib26nqjz 108 15 of of IN cord-336496-ib26nqjz 108 16 local local JJ cord-336496-ib26nqjz 108 17 economies economy NNS cord-336496-ib26nqjz 108 18 to to TO cord-336496-ib26nqjz 108 19 absorb absorb VB cord-336496-ib26nqjz 108 20 shocks shock NNS cord-336496-ib26nqjz 108 21 , , , cord-336496-ib26nqjz 108 22 and and CC cord-336496-ib26nqjz 108 23 the the DT cord-336496-ib26nqjz 108 24 extent extent NN cord-336496-ib26nqjz 108 25 to to TO cord-336496-ib26nqjz 108 26 which which WDT cord-336496-ib26nqjz 108 27 diversity diversity NN cord-336496-ib26nqjz 108 28 aids aids NNP cord-336496-ib26nqjz 108 29 in in IN cord-336496-ib26nqjz 108 30 the the DT cord-336496-ib26nqjz 108 31 return return NN cord-336496-ib26nqjz 108 32 to to IN cord-336496-ib26nqjz 108 33 the the DT cord-336496-ib26nqjz 108 34 previous previous JJ cord-336496-ib26nqjz 108 35 steady steady JJ cord-336496-ib26nqjz 108 36 state state NN cord-336496-ib26nqjz 108 37 . . . cord-336496-ib26nqjz 109 1 While while IN cord-336496-ib26nqjz 109 2 not not RB cord-336496-ib26nqjz 109 3 concerned concern VBN cord-336496-ib26nqjz 109 4 with with IN cord-336496-ib26nqjz 109 5 natural natural JJ cord-336496-ib26nqjz 109 6 disasters disaster NNS cord-336496-ib26nqjz 109 7 , , , cord-336496-ib26nqjz 109 8 Hill Hill NNP cord-336496-ib26nqjz 109 9 et et NNP cord-336496-ib26nqjz 109 10 al al NNP cord-336496-ib26nqjz 109 11 . . . cord-336496-ib26nqjz 110 1 ( ( -LRB- cord-336496-ib26nqjz 110 2 2012 2012 CD cord-336496-ib26nqjz 110 3 ) ) -RRB- cord-336496-ib26nqjz 110 4 investigate investigate VBP cord-336496-ib26nqjz 110 5 drivers driver NNS cord-336496-ib26nqjz 110 6 of of IN cord-336496-ib26nqjz 110 7 resilience resilience NN cord-336496-ib26nqjz 110 8 with with IN cord-336496-ib26nqjz 110 9 quantitative quantitative JJ cord-336496-ib26nqjz 110 10 case case NN cord-336496-ib26nqjz 110 11 studies study NNS cord-336496-ib26nqjz 110 12 of of IN cord-336496-ib26nqjz 110 13 metropolitan metropolitan JJ cord-336496-ib26nqjz 110 14 areas area NNS cord-336496-ib26nqjz 110 15 and and CC cord-336496-ib26nqjz 110 16 show show VBP cord-336496-ib26nqjz 110 17 that that IN cord-336496-ib26nqjz 110 18 diversity diversity NN cord-336496-ib26nqjz 110 19 may may MD cord-336496-ib26nqjz 110 20 attenuate attenuate VB cord-336496-ib26nqjz 110 21 an an DT cord-336496-ib26nqjz 110 22 economic economic JJ cord-336496-ib26nqjz 110 23 downturn downturn NN cord-336496-ib26nqjz 110 24 . . . cord-336496-ib26nqjz 111 1 Similarly similarly RB cord-336496-ib26nqjz 111 2 , , , cord-336496-ib26nqjz 111 3 Feyrer Feyrer NNP cord-336496-ib26nqjz 111 4 et et NNP cord-336496-ib26nqjz 111 5 al al NNP cord-336496-ib26nqjz 111 6 . . . cord-336496-ib26nqjz 112 1 ( ( -LRB- cord-336496-ib26nqjz 112 2 2007 2007 CD cord-336496-ib26nqjz 112 3 ) ) -RRB- cord-336496-ib26nqjz 112 4 ask ask VB cord-336496-ib26nqjz 112 5 whether whether IN cord-336496-ib26nqjz 112 6 employment employment NN cord-336496-ib26nqjz 112 7 diversity diversity NN cord-336496-ib26nqjz 112 8 helped help VBD cord-336496-ib26nqjz 112 9 cities city NNS cord-336496-ib26nqjz 112 10 recover recover VB cord-336496-ib26nqjz 112 11 from from IN cord-336496-ib26nqjz 112 12 the the DT cord-336496-ib26nqjz 112 13 impacts impact NNS cord-336496-ib26nqjz 112 14 of of IN cord-336496-ib26nqjz 112 15 the the DT cord-336496-ib26nqjz 112 16 " " `` cord-336496-ib26nqjz 112 17 Rust rust NN cord-336496-ib26nqjz 112 18 ( ( -LRB- cord-336496-ib26nqjz 112 19 2013 2013 CD cord-336496-ib26nqjz 112 20 ) ) -RRB- cord-336496-ib26nqjz 112 21 show show VBP cord-336496-ib26nqjz 112 22 that that IN cord-336496-ib26nqjz 112 23 more more RBR cord-336496-ib26nqjz 112 24 diverse diverse JJ cord-336496-ib26nqjz 112 25 counties county NNS cord-336496-ib26nqjz 112 26 witnessed witness VBD cord-336496-ib26nqjz 112 27 relatively relatively RB cord-336496-ib26nqjz 112 28 larger large JJR cord-336496-ib26nqjz 112 29 increases increase NNS cord-336496-ib26nqjz 112 30 in in IN cord-336496-ib26nqjz 112 31 employment employment NN cord-336496-ib26nqjz 112 32 following follow VBG cord-336496-ib26nqjz 112 33 the the DT cord-336496-ib26nqjz 112 34 flood flood NN cord-336496-ib26nqjz 112 35 than than IN cord-336496-ib26nqjz 112 36 less less RBR cord-336496-ib26nqjz 112 37 diverse diverse JJ cord-336496-ib26nqjz 112 38 counties county NNS cord-336496-ib26nqjz 112 39 ; ; : cord-336496-ib26nqjz 112 40 a a DT cord-336496-ib26nqjz 112 41 finding finding NN cord-336496-ib26nqjz 112 42 which which WDT cord-336496-ib26nqjz 112 43 is be VBZ cord-336496-ib26nqjz 112 44 consistent consistent JJ cord-336496-ib26nqjz 112 45 with with IN cord-336496-ib26nqjz 112 46 the the DT cord-336496-ib26nqjz 112 47 hypothesis hypothesis NN cord-336496-ib26nqjz 112 48 that that IN cord-336496-ib26nqjz 112 49 diversity diversity NN cord-336496-ib26nqjz 112 50 is be VBZ cord-336496-ib26nqjz 112 51 a a DT cord-336496-ib26nqjz 112 52 driver driver NN cord-336496-ib26nqjz 112 53 of of IN cord-336496-ib26nqjz 112 54 economic economic JJ cord-336496-ib26nqjz 112 55 resiliency resiliency NN cord-336496-ib26nqjz 112 56 . . . cord-336496-ib26nqjz 113 1 It -PRON- PRP cord-336496-ib26nqjz 113 2 seems seem VBZ cord-336496-ib26nqjz 113 3 almost almost RB cord-336496-ib26nqjz 113 4 a a DT cord-336496-ib26nqjz 113 5 truism truism NN cord-336496-ib26nqjz 113 6 that that IN cord-336496-ib26nqjz 113 7 local local JJ cord-336496-ib26nqjz 113 8 home home NN cord-336496-ib26nqjz 113 9 prices price NNS cord-336496-ib26nqjz 113 10 should should MD cord-336496-ib26nqjz 113 11 depend depend VB cord-336496-ib26nqjz 113 12 on on IN cord-336496-ib26nqjz 113 13 local local JJ cord-336496-ib26nqjz 113 14 economic economic JJ cord-336496-ib26nqjz 113 15 conditions condition NNS cord-336496-ib26nqjz 113 16 , , , cord-336496-ib26nqjz 113 17 but but CC cord-336496-ib26nqjz 113 18 this this DT cord-336496-ib26nqjz 113 19 truism truism NN cord-336496-ib26nqjz 113 20 has have VBZ cord-336496-ib26nqjz 113 21 substantial substantial JJ cord-336496-ib26nqjz 113 22 empirical empirical JJ cord-336496-ib26nqjz 113 23 support support NN cord-336496-ib26nqjz 113 24 ( ( -LRB- cord-336496-ib26nqjz 113 25 Hwang Hwang NNP cord-336496-ib26nqjz 113 26 and and CC cord-336496-ib26nqjz 113 27 Quigley Quigley NNP cord-336496-ib26nqjz 113 28 , , , cord-336496-ib26nqjz 113 29 2006 2006 CD cord-336496-ib26nqjz 113 30 ; ; : cord-336496-ib26nqjz 113 31 Gallin Gallin NNP cord-336496-ib26nqjz 113 32 , , , cord-336496-ib26nqjz 113 33 2006 2006 CD cord-336496-ib26nqjz 113 34 ; ; : cord-336496-ib26nqjz 113 35 Zabel Zabel NNP cord-336496-ib26nqjz 113 36 , , , cord-336496-ib26nqjz 113 37 2012 2012 CD cord-336496-ib26nqjz 113 38 ) ) -RRB- cord-336496-ib26nqjz 113 39 . . . cord-336496-ib26nqjz 114 1 Local local JJ cord-336496-ib26nqjz 114 2 income income NN cord-336496-ib26nqjz 114 3 and and CC cord-336496-ib26nqjz 114 4 unemployment unemployment NN cord-336496-ib26nqjz 114 5 rates rate NNS cord-336496-ib26nqjz 114 6 are be VBP cord-336496-ib26nqjz 114 7 standard standard JJ cord-336496-ib26nqjz 114 8 determinants determinant NNS cord-336496-ib26nqjz 114 9 of of IN cord-336496-ib26nqjz 114 10 local local JJ cord-336496-ib26nqjz 114 11 home home NN cord-336496-ib26nqjz 114 12 prices price NNS cord-336496-ib26nqjz 114 13 . . . cord-336496-ib26nqjz 115 1 Beyond beyond IN cord-336496-ib26nqjz 115 2 these these DT cord-336496-ib26nqjz 115 3 standard standard JJ cord-336496-ib26nqjz 115 4 determinants determinant NNS cord-336496-ib26nqjz 115 5 , , , cord-336496-ib26nqjz 115 6 and and CC cord-336496-ib26nqjz 115 7 recognizing recognize VBG cord-336496-ib26nqjz 115 8 the the DT cord-336496-ib26nqjz 115 9 previous previous JJ cord-336496-ib26nqjz 115 10 work work NN cord-336496-ib26nqjz 115 11 that that WDT cord-336496-ib26nqjz 115 12 relates relate VBZ cord-336496-ib26nqjz 115 13 diversity diversity NN cord-336496-ib26nqjz 115 14 and and CC cord-336496-ib26nqjz 115 15 economic economic JJ cord-336496-ib26nqjz 115 16 fundamentals fundamental NNS cord-336496-ib26nqjz 115 17 discussed discuss VBN cord-336496-ib26nqjz 115 18 above above RB cord-336496-ib26nqjz 115 19 , , , cord-336496-ib26nqjz 115 20 Coulson Coulson NNP cord-336496-ib26nqjz 115 21 et et NNP cord-336496-ib26nqjz 115 22 al al NNP cord-336496-ib26nqjz 115 23 . . . cord-336496-ib26nqjz 116 1 ( ( -LRB- cord-336496-ib26nqjz 116 2 2013 2013 CD cord-336496-ib26nqjz 116 3 ) ) -RRB- cord-336496-ib26nqjz 116 4 provide provide VB cord-336496-ib26nqjz 116 5 the the DT cord-336496-ib26nqjz 116 6 first first JJ cord-336496-ib26nqjz 116 7 empirical empirical JJ cord-336496-ib26nqjz 116 8 evidence evidence NN cord-336496-ib26nqjz 116 9 demonstrating demonstrate VBG cord-336496-ib26nqjz 116 10 that that IN cord-336496-ib26nqjz 116 11 increases increase NNS cord-336496-ib26nqjz 116 12 in in IN cord-336496-ib26nqjz 116 13 economic economic JJ cord-336496-ib26nqjz 116 14 diversification diversification NN cord-336496-ib26nqjz 116 15 effectively effectively RB cord-336496-ib26nqjz 116 16 leads lead VBZ cord-336496-ib26nqjz 116 17 to to IN cord-336496-ib26nqjz 116 18 decreases decrease NNS cord-336496-ib26nqjz 116 19 in in IN cord-336496-ib26nqjz 116 20 home home NN cord-336496-ib26nqjz 116 21 price price NN cord-336496-ib26nqjz 116 22 volatility volatility NN cord-336496-ib26nqjz 116 23 . . . cord-336496-ib26nqjz 117 1 In in IN cord-336496-ib26nqjz 117 2 a a DT cord-336496-ib26nqjz 117 3 related related JJ cord-336496-ib26nqjz 117 4 work work NN cord-336496-ib26nqjz 117 5 , , , cord-336496-ib26nqjz 117 6 Barth Barth NNP cord-336496-ib26nqjz 117 7 et et NNP cord-336496-ib26nqjz 117 8 al al NNP cord-336496-ib26nqjz 117 9 . . . cord-336496-ib26nqjz 118 1 ( ( -LRB- cord-336496-ib26nqjz 118 2 2015 2015 CD cord-336496-ib26nqjz 118 3 ) ) -RRB- cord-336496-ib26nqjz 118 4 show show VBP cord-336496-ib26nqjz 118 5 that that IN cord-336496-ib26nqjz 118 6 home home NN cord-336496-ib26nqjz 118 7 prices price NNS cord-336496-ib26nqjz 118 8 in in IN cord-336496-ib26nqjz 118 9 Metropolitan Metropolitan NNP cord-336496-ib26nqjz 118 10 Statistical Statistical NNP cord-336496-ib26nqjz 118 11 Areas Areas NNPS cord-336496-ib26nqjz 118 12 ( ( -LRB- cord-336496-ib26nqjz 118 13 MSAs msa NNS cord-336496-ib26nqjz 118 14 ) ) -RRB- cord-336496-ib26nqjz 118 15 starting start VBG cord-336496-ib26nqjz 118 16 with with IN cord-336496-ib26nqjz 118 17 a a DT cord-336496-ib26nqjz 118 18 relatively relatively RB cord-336496-ib26nqjz 118 19 lower low JJR cord-336496-ib26nqjz 118 20 degree degree NN cord-336496-ib26nqjz 118 21 of of IN cord-336496-ib26nqjz 118 22 diversification diversification NN cord-336496-ib26nqjz 118 23 tend tend VBP cord-336496-ib26nqjz 118 24 to to TO cord-336496-ib26nqjz 118 25 rise rise VB cord-336496-ib26nqjz 118 26 as as IN cord-336496-ib26nqjz 118 27 these these DT cord-336496-ib26nqjz 118 28 MSAs msa NNS cord-336496-ib26nqjz 118 29 become become VBP cord-336496-ib26nqjz 118 30 less less RBR cord-336496-ib26nqjz 118 31 diversified diversified JJ cord-336496-ib26nqjz 118 32 . . . cord-336496-ib26nqjz 119 1 Our -PRON- PRP$ cord-336496-ib26nqjz 119 2 study study NN cord-336496-ib26nqjz 119 3 contributes contribute VBZ cord-336496-ib26nqjz 119 4 to to IN cord-336496-ib26nqjz 119 5 various various JJ cord-336496-ib26nqjz 119 6 strands strand NNS cord-336496-ib26nqjz 119 7 of of IN cord-336496-ib26nqjz 119 8 the the DT cord-336496-ib26nqjz 119 9 environmental environmental JJ cord-336496-ib26nqjz 119 10 economics economic NNS cord-336496-ib26nqjz 119 11 literature literature NN cord-336496-ib26nqjz 119 12 centered center VBN cord-336496-ib26nqjz 119 13 on on IN cord-336496-ib26nqjz 119 14 real real JJ cord-336496-ib26nqjz 119 15 estate estate NN cord-336496-ib26nqjz 119 16 market market NN cord-336496-ib26nqjz 119 17 responses response NNS cord-336496-ib26nqjz 119 18 to to IN cord-336496-ib26nqjz 119 19 natural natural JJ cord-336496-ib26nqjz 119 20 disasters disaster NNS cord-336496-ib26nqjz 119 21 ( ( -LRB- cord-336496-ib26nqjz 119 22 Harrison Harrison NNP cord-336496-ib26nqjz 119 23 et et NNP cord-336496-ib26nqjz 119 24 al al NNP cord-336496-ib26nqjz 119 25 . . NNP cord-336496-ib26nqjz 119 26 , , , cord-336496-ib26nqjz 119 27 2001 2001 CD cord-336496-ib26nqjz 119 28 ; ; : cord-336496-ib26nqjz 119 29 Bin Bin NNP cord-336496-ib26nqjz 119 30 and and CC cord-336496-ib26nqjz 119 31 Polasky Polasky NNP cord-336496-ib26nqjz 119 32 , , , cord-336496-ib26nqjz 119 33 2004 2004 CD cord-336496-ib26nqjz 119 34 ; ; : cord-336496-ib26nqjz 119 35 Hallstrom Hallstrom NNP cord-336496-ib26nqjz 119 36 and and CC cord-336496-ib26nqjz 119 37 Smith Smith NNP cord-336496-ib26nqjz 119 38 , , , cord-336496-ib26nqjz 119 39 2005 2005 CD cord-336496-ib26nqjz 119 40 Importantly importantly RB cord-336496-ib26nqjz 119 41 , , , cord-336496-ib26nqjz 119 42 none none NN cord-336496-ib26nqjz 119 43 of of IN cord-336496-ib26nqjz 119 44 these these DT cord-336496-ib26nqjz 119 45 studies study NNS cord-336496-ib26nqjz 119 46 is be VBZ cord-336496-ib26nqjz 119 47 concerned concern VBN cord-336496-ib26nqjz 119 48 with with IN cord-336496-ib26nqjz 119 49 the the DT cord-336496-ib26nqjz 119 50 recovery recovery NN cord-336496-ib26nqjz 119 51 period period NN cord-336496-ib26nqjz 119 52 as as IN cord-336496-ib26nqjz 119 53 such such JJ cord-336496-ib26nqjz 119 54 , , , cord-336496-ib26nqjz 119 55 and and CC cord-336496-ib26nqjz 119 56 do do VBP cord-336496-ib26nqjz 119 57 not not RB cord-336496-ib26nqjz 119 58 examine examine VB cord-336496-ib26nqjz 119 59 the the DT cord-336496-ib26nqjz 119 60 dynamics dynamic NNS cord-336496-ib26nqjz 119 61 of of IN cord-336496-ib26nqjz 119 62 real real JJ cord-336496-ib26nqjz 119 63 estate estate NN cord-336496-ib26nqjz 119 64 prices price NNS cord-336496-ib26nqjz 119 65 in in IN cord-336496-ib26nqjz 119 66 the the DT cord-336496-ib26nqjz 119 67 wake wake NN cord-336496-ib26nqjz 119 68 of of IN cord-336496-ib26nqjz 119 69 the the DT cord-336496-ib26nqjz 119 70 disaster disaster NN cord-336496-ib26nqjz 119 71 , , , cord-336496-ib26nqjz 119 72 much much RB cord-336496-ib26nqjz 119 73 less less JJR cord-336496-ib26nqjz 119 74 the the DT cord-336496-ib26nqjz 119 75 economic economic JJ cord-336496-ib26nqjz 119 76 factors factor NNS cord-336496-ib26nqjz 119 77 that that WDT cord-336496-ib26nqjz 119 78 might may MD cord-336496-ib26nqjz 119 79 speed speed VB cord-336496-ib26nqjz 119 80 such such JJ cord-336496-ib26nqjz 119 81 recovery recovery NN cord-336496-ib26nqjz 119 82 . . . cord-336496-ib26nqjz 120 1 But but CC cord-336496-ib26nqjz 120 2 it -PRON- PRP cord-336496-ib26nqjz 120 3 is be VBZ cord-336496-ib26nqjz 120 4 the the DT cord-336496-ib26nqjz 120 5 speed speed NN cord-336496-ib26nqjz 120 6 of of IN cord-336496-ib26nqjz 120 7 such such JJ cord-336496-ib26nqjz 120 8 recoveries recovery NNS cord-336496-ib26nqjz 120 9 that that WDT cord-336496-ib26nqjz 120 10 are be VBP cord-336496-ib26nqjz 120 11 inherent inherent JJ cord-336496-ib26nqjz 120 12 in in IN cord-336496-ib26nqjz 120 13 the the DT cord-336496-ib26nqjz 120 14 discussion discussion NN cord-336496-ib26nqjz 120 15 of of IN cord-336496-ib26nqjz 120 16 " " `` cord-336496-ib26nqjz 120 17 resilience resilience NN cord-336496-ib26nqjz 120 18 " " '' cord-336496-ib26nqjz 120 19 . . . cord-336496-ib26nqjz 121 1 Note note VB cord-336496-ib26nqjz 121 2 that that IN cord-336496-ib26nqjz 121 3 those those DT cord-336496-ib26nqjz 121 4 dynamics dynamic NNS cord-336496-ib26nqjz 121 5 are be VBP cord-336496-ib26nqjz 121 6 not not RB cord-336496-ib26nqjz 121 7 predetermined predetermine VBN cord-336496-ib26nqjz 121 8 by by IN cord-336496-ib26nqjz 121 9 theory theory NN cord-336496-ib26nqjz 121 10 . . . cord-336496-ib26nqjz 122 1 A a DT cord-336496-ib26nqjz 122 2 natural natural JJ cord-336496-ib26nqjz 122 3 disaster disaster NN cord-336496-ib26nqjz 122 4 can can MD cord-336496-ib26nqjz 122 5 destroy destroy VB cord-336496-ib26nqjz 122 6 much much JJ cord-336496-ib26nqjz 122 7 of of IN cord-336496-ib26nqjz 122 8 the the DT cord-336496-ib26nqjz 122 9 existing exist VBG cord-336496-ib26nqjz 122 10 housing housing NN cord-336496-ib26nqjz 122 11 stock stock NN cord-336496-ib26nqjz 122 12 , , , cord-336496-ib26nqjz 122 13 shifting shift VBG cord-336496-ib26nqjz 122 14 the the DT cord-336496-ib26nqjz 122 15 supply supply NN cord-336496-ib26nqjz 122 16 curve curve NN cord-336496-ib26nqjz 122 17 to to IN cord-336496-ib26nqjz 122 18 the the DT cord-336496-ib26nqjz 122 19 left left NN cord-336496-ib26nqjz 122 20 , , , cord-336496-ib26nqjz 122 21 but but CC cord-336496-ib26nqjz 122 22 at at IN cord-336496-ib26nqjz 122 23 the the DT cord-336496-ib26nqjz 122 24 same same JJ cord-336496-ib26nqjz 122 25 time time NN cord-336496-ib26nqjz 122 26 cause cause VB cord-336496-ib26nqjz 122 27 both both CC cord-336496-ib26nqjz 122 28 labor labor NN cord-336496-ib26nqjz 122 29 and and CC cord-336496-ib26nqjz 122 30 firms firm NNS cord-336496-ib26nqjz 122 31 to to TO cord-336496-ib26nqjz 122 32 exit exit VB cord-336496-ib26nqjz 122 33 as as RB cord-336496-ib26nqjz 122 34 well well RB cord-336496-ib26nqjz 122 35 , , , cord-336496-ib26nqjz 122 36 which which WDT cord-336496-ib26nqjz 122 37 would would MD cord-336496-ib26nqjz 122 38 cause cause VB cord-336496-ib26nqjz 122 39 a a DT cord-336496-ib26nqjz 122 40 simultaneous simultaneous JJ cord-336496-ib26nqjz 122 41 shift shift NN cord-336496-ib26nqjz 122 42 of of IN cord-336496-ib26nqjz 122 43 the the DT cord-336496-ib26nqjz 122 44 demand demand NN cord-336496-ib26nqjz 122 45 for for IN cord-336496-ib26nqjz 122 46 housing housing NN cord-336496-ib26nqjz 122 47 to to IN cord-336496-ib26nqjz 122 48 the the DT cord-336496-ib26nqjz 122 49 left left NN cord-336496-ib26nqjz 122 50 , , , cord-336496-ib26nqjz 122 51 leaving leave VBG cord-336496-ib26nqjz 122 52 the the DT cord-336496-ib26nqjz 122 53 effect effect NN cord-336496-ib26nqjz 122 54 on on IN cord-336496-ib26nqjz 122 55 housing housing NN cord-336496-ib26nqjz 122 56 price price NN cord-336496-ib26nqjz 122 57 ambiguous ambiguous JJ cord-336496-ib26nqjz 122 58 . . . cord-336496-ib26nqjz 123 1 In in IN cord-336496-ib26nqjz 123 2 the the DT cord-336496-ib26nqjz 123 3 event event NN cord-336496-ib26nqjz 123 4 we -PRON- PRP cord-336496-ib26nqjz 123 5 see see VBP cord-336496-ib26nqjz 123 6 that that IN cord-336496-ib26nqjz 123 7 the the DT cord-336496-ib26nqjz 123 8 initial initial JJ cord-336496-ib26nqjz 123 9 path path NN cord-336496-ib26nqjz 123 10 of of IN cord-336496-ib26nqjz 123 11 home home NN cord-336496-ib26nqjz 123 12 prices price NNS cord-336496-ib26nqjz 123 13 after after IN cord-336496-ib26nqjz 123 14 a a DT cord-336496-ib26nqjz 123 15 disaster disaster NN cord-336496-ib26nqjz 123 16 is be VBZ cord-336496-ib26nqjz 123 17 in in IN cord-336496-ib26nqjz 123 18 the the DT cord-336496-ib26nqjz 123 19 negative negative JJ cord-336496-ib26nqjz 123 20 direction direction NN cord-336496-ib26nqjz 123 21 , , , cord-336496-ib26nqjz 123 22 the the DT cord-336496-ib26nqjz 123 23 demand demand NN cord-336496-ib26nqjz 123 24 effect effect NN cord-336496-ib26nqjz 123 25 outweighs outweigh VBZ cord-336496-ib26nqjz 123 26 the the DT cord-336496-ib26nqjz 123 27 supply supply NN cord-336496-ib26nqjz 123 28 effect effect NN cord-336496-ib26nqjz 123 29 . . . cord-336496-ib26nqjz 124 1 It -PRON- PRP cord-336496-ib26nqjz 124 2 is be VBZ cord-336496-ib26nqjz 124 3 then then RB cord-336496-ib26nqjz 124 4 of of IN cord-336496-ib26nqjz 124 5 some some DT cord-336496-ib26nqjz 124 6 interest interest NN cord-336496-ib26nqjz 124 7 to to TO cord-336496-ib26nqjz 124 8 ask ask VB cord-336496-ib26nqjz 124 9 what what WDT cord-336496-ib26nqjz 124 10 factors factor NNS cord-336496-ib26nqjz 124 11 can can MD cord-336496-ib26nqjz 124 12 return return VB cord-336496-ib26nqjz 124 13 home home NN cord-336496-ib26nqjz 124 14 prices price NNS cord-336496-ib26nqjz 124 15 more more RBR cord-336496-ib26nqjz 124 16 quickly quickly RB cord-336496-ib26nqjz 124 17 to to IN cord-336496-ib26nqjz 124 18 the the DT cord-336496-ib26nqjz 124 19 previous previous JJ cord-336496-ib26nqjz 124 20 steady steady JJ cord-336496-ib26nqjz 124 21 state state NN cord-336496-ib26nqjz 124 22 , , , cord-336496-ib26nqjz 124 23 and and CC cord-336496-ib26nqjz 124 24 our -PRON- PRP$ cord-336496-ib26nqjz 124 25 above above JJ cord-336496-ib26nqjz 124 26 discussion discussion NN cord-336496-ib26nqjz 124 27 clearly clearly RB cord-336496-ib26nqjz 124 28 suggests suggest VBZ cord-336496-ib26nqjz 124 29 that that IN cord-336496-ib26nqjz 124 30 economic economic JJ cord-336496-ib26nqjz 124 31 diversity diversity NN cord-336496-ib26nqjz 124 32 is be VBZ cord-336496-ib26nqjz 124 33 one one CD cord-336496-ib26nqjz 124 34 of of IN cord-336496-ib26nqjz 124 35 those those DT cord-336496-ib26nqjz 124 36 factors factor NNS cord-336496-ib26nqjz 124 37 . . . cord-336496-ib26nqjz 125 1 The the DT cord-336496-ib26nqjz 125 2 literature literature NN cord-336496-ib26nqjz 125 3 on on IN cord-336496-ib26nqjz 125 4 diversity diversity NN cord-336496-ib26nqjz 125 5 and and CC cord-336496-ib26nqjz 125 6 local local JJ cord-336496-ib26nqjz 125 7 economies economy NNS cord-336496-ib26nqjz 125 8 , , , cord-336496-ib26nqjz 125 9 along along IN cord-336496-ib26nqjz 125 10 with with IN cord-336496-ib26nqjz 125 11 the the DT cord-336496-ib26nqjz 125 12 smaller small JJR cord-336496-ib26nqjz 125 13 body body NN cord-336496-ib26nqjz 125 14 of of IN cord-336496-ib26nqjz 125 15 work work NN cord-336496-ib26nqjz 125 16 on on IN cord-336496-ib26nqjz 125 17 diversity diversity NN cord-336496-ib26nqjz 125 18 and and CC cord-336496-ib26nqjz 125 19 home home NN cord-336496-ib26nqjz 125 20 prices price NNS cord-336496-ib26nqjz 125 21 discussed discuss VBN cord-336496-ib26nqjz 125 22 above above RB cord-336496-ib26nqjz 125 23 suggest suggest VBP cord-336496-ib26nqjz 125 24 that that IN cord-336496-ib26nqjz 125 25 a a DT cord-336496-ib26nqjz 125 26 diverse diverse JJ cord-336496-ib26nqjz 125 27 portfolio portfolio NN cord-336496-ib26nqjz 125 28 of of IN cord-336496-ib26nqjz 125 29 industries industry NNS cord-336496-ib26nqjz 125 30 will will MD cord-336496-ib26nqjz 125 31 mitigate mitigate VB cord-336496-ib26nqjz 125 32 the the DT cord-336496-ib26nqjz 125 33 particular particular JJ cord-336496-ib26nqjz 125 34 impact impact NN cord-336496-ib26nqjz 125 35 that that WDT cord-336496-ib26nqjz 125 36 a a DT cord-336496-ib26nqjz 125 37 disaster disaster NN cord-336496-ib26nqjz 125 38 has have VBZ cord-336496-ib26nqjz 125 39 on on IN cord-336496-ib26nqjz 125 40 any any DT cord-336496-ib26nqjz 125 41 one one CD cord-336496-ib26nqjz 125 42 sector sector NN cord-336496-ib26nqjz 125 43 , , , cord-336496-ib26nqjz 125 44 leading lead VBG cord-336496-ib26nqjz 125 45 to to IN cord-336496-ib26nqjz 125 46 quicker quick JJR cord-336496-ib26nqjz 125 47 recovery recovery NN cord-336496-ib26nqjz 125 48 overall overall NN cord-336496-ib26nqjz 125 49 . . . cord-336496-ib26nqjz 126 1 The the DT cord-336496-ib26nqjz 126 2 above above JJ cord-336496-ib26nqjz 126 3 example example NN cord-336496-ib26nqjz 126 4 of of IN cord-336496-ib26nqjz 126 5 Las Las NNP cord-336496-ib26nqjz 126 6 Vegas Vegas NNP cord-336496-ib26nqjz 126 7 is be VBZ cord-336496-ib26nqjz 126 8 evocative evocative JJ cord-336496-ib26nqjz 126 9 of of IN cord-336496-ib26nqjz 126 10 this this DT cord-336496-ib26nqjz 126 11 , , , cord-336496-ib26nqjz 126 12 but but CC cord-336496-ib26nqjz 126 13 more more RBR cord-336496-ib26nqjz 126 14 salient salient JJ cord-336496-ib26nqjz 126 15 to to IN cord-336496-ib26nqjz 126 16 our -PRON- PRP$ cord-336496-ib26nqjz 126 17 use use NN cord-336496-ib26nqjz 126 18 of of IN cord-336496-ib26nqjz 126 19 natural natural JJ cord-336496-ib26nqjz 126 20 disasters disaster NNS cord-336496-ib26nqjz 126 21 would would MD cord-336496-ib26nqjz 126 22 be be VB cord-336496-ib26nqjz 126 23 a a DT cord-336496-ib26nqjz 126 24 coastal coastal JJ cord-336496-ib26nqjz 126 25 economy economy NN cord-336496-ib26nqjz 126 26 reliant reliant JJ cord-336496-ib26nqjz 126 27 on on IN cord-336496-ib26nqjz 126 28 tourism tourism NN cord-336496-ib26nqjz 126 29 suffering suffer VBG cord-336496-ib26nqjz 126 30 more more JJR cord-336496-ib26nqjz 126 31 and and CC cord-336496-ib26nqjz 126 32 for for IN cord-336496-ib26nqjz 126 33 a a DT cord-336496-ib26nqjz 126 34 longer long JJR cord-336496-ib26nqjz 126 35 period period NN cord-336496-ib26nqjz 126 36 of of IN cord-336496-ib26nqjz 126 37 time time NN cord-336496-ib26nqjz 126 38 if if IN cord-336496-ib26nqjz 126 39 a a DT cord-336496-ib26nqjz 126 40 disaster disaster NN cord-336496-ib26nqjz 126 41 has have VBZ cord-336496-ib26nqjz 126 42 an an DT cord-336496-ib26nqjz 126 43 asymmetric asymmetric JJ cord-336496-ib26nqjz 126 44 impact impact NN cord-336496-ib26nqjz 126 45 on on IN cord-336496-ib26nqjz 126 46 coastally coastally RB cord-336496-ib26nqjz 126 47 located locate VBN cord-336496-ib26nqjz 126 48 tourist tourist NN cord-336496-ib26nqjz 126 49 services service NNS cord-336496-ib26nqjz 126 50 ( ( -LRB- cord-336496-ib26nqjz 126 51 Kim Kim NNP cord-336496-ib26nqjz 126 52 and and CC cord-336496-ib26nqjz 126 53 Marcouillier Marcouillier NNP cord-336496-ib26nqjz 126 54 , , , cord-336496-ib26nqjz 126 55 2015 2015 CD cord-336496-ib26nqjz 126 56 ) ) -RRB- cord-336496-ib26nqjz 126 57 . . . cord-336496-ib26nqjz 127 1 Overall overall RB cord-336496-ib26nqjz 127 2 , , , cord-336496-ib26nqjz 127 3 our -PRON- PRP$ cord-336496-ib26nqjz 127 4 summary summary NN cord-336496-ib26nqjz 127 5 of of IN cord-336496-ib26nqjz 127 6 the the DT cord-336496-ib26nqjz 127 7 literatures literature NNS cord-336496-ib26nqjz 127 8 above above RB cord-336496-ib26nqjz 127 9 suggests suggest VBZ cord-336496-ib26nqjz 127 10 that that IN cord-336496-ib26nqjz 127 11 the the DT cord-336496-ib26nqjz 127 12 value value NN cord-336496-ib26nqjz 127 13 of of IN cord-336496-ib26nqjz 127 14 a a DT cord-336496-ib26nqjz 127 15 diverse diverse JJ cord-336496-ib26nqjz 127 16 portfolio portfolio NN cord-336496-ib26nqjz 127 17 of of IN cord-336496-ib26nqjz 127 18 industries industry NNS cord-336496-ib26nqjz 127 19 can can MD cord-336496-ib26nqjz 127 20 ameliorate ameliorate VB cord-336496-ib26nqjz 127 21 the the DT cord-336496-ib26nqjz 127 22 effects effect NNS cord-336496-ib26nqjz 127 23 of of IN cord-336496-ib26nqjz 127 24 negative negative JJ cord-336496-ib26nqjz 127 25 economic economic JJ cord-336496-ib26nqjz 127 26 shocks shock NNS cord-336496-ib26nqjz 127 27 . . . cord-336496-ib26nqjz 128 1 We -PRON- PRP cord-336496-ib26nqjz 128 2 measure measure VBP cord-336496-ib26nqjz 128 3 that that DT cord-336496-ib26nqjz 128 4 amelioration amelioration NN cord-336496-ib26nqjz 128 5 through through IN cord-336496-ib26nqjz 128 6 the the DT cord-336496-ib26nqjz 128 7 impact impact NN cord-336496-ib26nqjz 128 8 of of IN cord-336496-ib26nqjz 128 9 a a DT cord-336496-ib26nqjz 128 10 disaster disaster NN cord-336496-ib26nqjz 128 11 on on IN cord-336496-ib26nqjz 128 12 housing housing NN cord-336496-ib26nqjz 128 13 prices price NNS cord-336496-ib26nqjz 128 14 , , , cord-336496-ib26nqjz 128 15 and and CC cord-336496-ib26nqjz 128 16 whether whether IN cord-336496-ib26nqjz 128 17 the the DT cord-336496-ib26nqjz 128 18 return return NN cord-336496-ib26nqjz 128 19 to to IN cord-336496-ib26nqjz 128 20 the the DT cord-336496-ib26nqjz 128 21 steady steady JJ cord-336496-ib26nqjz 128 22 state state NN cord-336496-ib26nqjz 128 23 is be VBZ cord-336496-ib26nqjz 128 24 quickened quicken VBN cord-336496-ib26nqjz 128 25 by by IN cord-336496-ib26nqjz 128 26 greater great JJR cord-336496-ib26nqjz 128 27 diversity diversity NN cord-336496-ib26nqjz 128 28 . . . cord-336496-ib26nqjz 129 1 We -PRON- PRP cord-336496-ib26nqjz 129 2 find find VBP cord-336496-ib26nqjz 129 3 that that IN cord-336496-ib26nqjz 129 4 it -PRON- PRP cord-336496-ib26nqjz 129 5 does do VBZ cord-336496-ib26nqjz 129 6 , , , cord-336496-ib26nqjz 129 7 and and CC cord-336496-ib26nqjz 129 8 in in IN cord-336496-ib26nqjz 129 9 that that DT cord-336496-ib26nqjz 129 10 sense sense NN cord-336496-ib26nqjz 129 11 , , , cord-336496-ib26nqjz 129 12 conclude conclude VBP cord-336496-ib26nqjz 129 13 that that IN cord-336496-ib26nqjz 129 14 such such JJ cord-336496-ib26nqjz 129 15 areas area NNS cord-336496-ib26nqjz 129 16 are be VBP cord-336496-ib26nqjz 129 17 more more RBR cord-336496-ib26nqjz 129 18 resilient resilient JJ cord-336496-ib26nqjz 129 19 . . . cord-336496-ib26nqjz 130 1 The the DT cord-336496-ib26nqjz 130 2 primary primary JJ cord-336496-ib26nqjz 130 3 dataset dataset NN cord-336496-ib26nqjz 130 4 utilized utilize VBN cord-336496-ib26nqjz 130 5 in in IN cord-336496-ib26nqjz 130 6 this this DT cord-336496-ib26nqjz 130 7 paper paper NN cord-336496-ib26nqjz 130 8 is be VBZ cord-336496-ib26nqjz 130 9 the the DT cord-336496-ib26nqjz 130 10 quarterly quarterly JJ cord-336496-ib26nqjz 130 11 , , , cord-336496-ib26nqjz 130 12 purchase purchase NN cord-336496-ib26nqjz 130 13 - - HYPH cord-336496-ib26nqjz 130 14 only only RB cord-336496-ib26nqjz 130 15 house house NN cord-336496-ib26nqjz 130 16 price price NN cord-336496-ib26nqjz 131 1 In in IN cord-336496-ib26nqjz 131 2 order order NN cord-336496-ib26nqjz 131 3 to to TO cord-336496-ib26nqjz 131 4 construct construct VB cord-336496-ib26nqjz 131 5 a a DT cord-336496-ib26nqjz 131 6 measure measure NN cord-336496-ib26nqjz 131 7 of of IN cord-336496-ib26nqjz 131 8 economic economic JJ cord-336496-ib26nqjz 131 9 diversity diversity NN cord-336496-ib26nqjz 131 10 , , , cord-336496-ib26nqjz 131 11 we -PRON- PRP cord-336496-ib26nqjz 131 12 obtain obtain VBP cord-336496-ib26nqjz 131 13 industry industry NN cord-336496-ib26nqjz 131 14 level level NN cord-336496-ib26nqjz 131 15 wage wage NN cord-336496-ib26nqjz 131 16 data datum NNS cord-336496-ib26nqjz 131 17 from from IN cord-336496-ib26nqjz 131 18 the the DT cord-336496-ib26nqjz 131 19 Bureau Bureau NNP cord-336496-ib26nqjz 131 20 of of IN cord-336496-ib26nqjz 131 21 Labor Labor NNP cord-336496-ib26nqjz 131 22 Statistics Statistics NNPS cord-336496-ib26nqjz 131 23 ' ' POS cord-336496-ib26nqjz 131 24 Quarterly Quarterly NNP cord-336496-ib26nqjz 131 25 Census Census NNP cord-336496-ib26nqjz 131 26 of of IN cord-336496-ib26nqjz 131 27 Employment Employment NNP cord-336496-ib26nqjz 131 28 and and CC cord-336496-ib26nqjz 131 29 Wages Wages NNP cord-336496-ib26nqjz 131 30 ( ( -LRB- cord-336496-ib26nqjz 131 31 QCEW QCEW NNP cord-336496-ib26nqjz 131 32 ) ) -RRB- cord-336496-ib26nqjz 131 33 . . . cord-336496-ib26nqjz 132 1 5 5 LS cord-336496-ib26nqjz 133 1 Of of IN cord-336496-ib26nqjz 133 2 particular particular JJ cord-336496-ib26nqjz 133 3 interest interest NN cord-336496-ib26nqjz 133 4 to to IN cord-336496-ib26nqjz 133 5 us -PRON- PRP cord-336496-ib26nqjz 133 6 are be VBP cord-336496-ib26nqjz 133 7 total total JJ cord-336496-ib26nqjz 133 8 wages wage NNS cord-336496-ib26nqjz 133 9 , , , cord-336496-ib26nqjz 133 10 which which WDT cord-336496-ib26nqjz 133 11 track track VBP cord-336496-ib26nqjz 133 12 total total JJ cord-336496-ib26nqjz 133 13 compensation compensation NN cord-336496-ib26nqjz 133 14 paid pay VBN cord-336496-ib26nqjz 133 15 during during IN cord-336496-ib26nqjz 133 16 the the DT cord-336496-ib26nqjz 133 17 calendar calendar NN cord-336496-ib26nqjz 133 18 quarter quarter NN cord-336496-ib26nqjz 133 19 to to IN cord-336496-ib26nqjz 133 20 employees employee NNS cord-336496-ib26nqjz 133 21 within within IN cord-336496-ib26nqjz 133 22 each each DT cord-336496-ib26nqjz 133 23 NAICS NAICS NNP cord-336496-ib26nqjz 133 24 supersector supersector NN cord-336496-ib26nqjz 133 25 of of IN cord-336496-ib26nqjz 133 26 each each DT cord-336496-ib26nqjz 133 27 U.S. U.S. NNP cord-336496-ib26nqjz 133 28 county county NN cord-336496-ib26nqjz 133 29 . . . cord-336496-ib26nqjz 134 1 6 6 CD cord-336496-ib26nqjz 134 2 NAICS NAICS NNP cord-336496-ib26nqjz 134 3 supersectors supersector NNS cord-336496-ib26nqjz 134 4 , , , cord-336496-ib26nqjz 134 5 which which WDT cord-336496-ib26nqjz 134 6 are be VBP cord-336496-ib26nqjz 134 7 synonymous synonymous JJ cord-336496-ib26nqjz 134 8 with with IN cord-336496-ib26nqjz 134 9 two two CD cord-336496-ib26nqjz 134 10 digit digit NN cord-336496-ib26nqjz 134 11 NAICS NAICS NNP cord-336496-ib26nqjz 134 12 codes code NNS cord-336496-ib26nqjz 134 13 , , , cord-336496-ib26nqjz 134 14 represent represent VBP cord-336496-ib26nqjz 134 15 the the DT cord-336496-ib26nqjz 134 16 twenty twenty CD cord-336496-ib26nqjz 134 17 , , , cord-336496-ib26nqjz 134 18 top top JJ cord-336496-ib26nqjz 134 19 - - HYPH cord-336496-ib26nqjz 134 20 level level NN cord-336496-ib26nqjz 134 21 industry industry NN cord-336496-ib26nqjz 134 22 groupings grouping NNS cord-336496-ib26nqjz 134 23 in in IN cord-336496-ib26nqjz 134 24 the the DT cord-336496-ib26nqjz 134 25 United United NNP cord-336496-ib26nqjz 134 26 States States NNP cord-336496-ib26nqjz 134 27 . . . cord-336496-ib26nqjz 135 1 7 7 CD cord-336496-ib26nqjz 136 1 We -PRON- PRP cord-336496-ib26nqjz 136 2 measure measure VBP cord-336496-ib26nqjz 136 3 economic economic JJ cord-336496-ib26nqjz 136 4 diversity diversity NN cord-336496-ib26nqjz 136 5 by by IN cord-336496-ib26nqjz 136 6 first first JJ cord-336496-ib26nqjz 136 7 aggregating aggregate VBG cord-336496-ib26nqjz 136 8 total total JJ cord-336496-ib26nqjz 136 9 wages wage NNS cord-336496-ib26nqjz 136 10 within within IN cord-336496-ib26nqjz 136 11 each each DT cord-336496-ib26nqjz 136 12 NAICS NAICS NNP cord-336496-ib26nqjz 136 13 supersector supersector NN cord-336496-ib26nqjz 136 14 , , , cord-336496-ib26nqjz 136 15 , , , cord-336496-ib26nqjz 136 16 across across IN cord-336496-ib26nqjz 136 17 counties county NNS cord-336496-ib26nqjz 136 18 residing reside VBG cord-336496-ib26nqjz 136 19 within within IN cord-336496-ib26nqjz 136 20 the the DT cord-336496-ib26nqjz 136 21 same same JJ cord-336496-ib26nqjz 136 22 MSA MSA NNP cord-336496-ib26nqjz 136 23 , , , cord-336496-ib26nqjz 136 24 , , , cord-336496-ib26nqjz 136 25 at at IN cord-336496-ib26nqjz 136 26 each each DT cord-336496-ib26nqjz 136 27 year year NN cord-336496-ib26nqjz 136 28 - - HYPH cord-336496-ib26nqjz 136 29 quarter quarter NN cord-336496-ib26nqjz 136 30 time time NN cord-336496-ib26nqjz 136 31 - - HYPH cord-336496-ib26nqjz 136 32 step step NN cord-336496-ib26nqjz 136 33 , , , cord-336496-ib26nqjz 136 34 . . . cord-336496-ib26nqjz 137 1 We -PRON- PRP cord-336496-ib26nqjz 137 2 employ employ VBP cord-336496-ib26nqjz 137 3 the the DT cord-336496-ib26nqjz 137 4 usual usual JJ cord-336496-ib26nqjz 137 5 measure measure NN cord-336496-ib26nqjz 137 6 of of IN cord-336496-ib26nqjz 137 7 economic economic JJ cord-336496-ib26nqjz 137 8 diversification diversification NN cord-336496-ib26nqjz 137 9 that that WDT cord-336496-ib26nqjz 137 10 is be VBZ cord-336496-ib26nqjz 137 11 based base VBN cord-336496-ib26nqjz 137 12 on on IN cord-336496-ib26nqjz 137 13 the the DT cord-336496-ib26nqjz 137 14 fractionalization fractionalization NN cord-336496-ib26nqjz 137 15 index index NN cord-336496-ib26nqjz 137 16 of of IN cord-336496-ib26nqjz 137 17 labor labor NN cord-336496-ib26nqjz 137 18 market market NN cord-336496-ib26nqjz 137 19 income income NN cord-336496-ib26nqjz 137 20 across across IN cord-336496-ib26nqjz 137 21 NAICS NAICS NNP cord-336496-ib26nqjz 137 22 supersectors supersector NNS cord-336496-ib26nqjz 137 23 , , , cord-336496-ib26nqjz 137 24 where where WRB cord-336496-ib26nqjz 137 25 ℎ ℎ NN cord-336496-ib26nqjz 137 26 denotes denote VBZ cord-336496-ib26nqjz 137 27 the the DT cord-336496-ib26nqjz 137 28 share share NN cord-336496-ib26nqjz 137 29 of of IN cord-336496-ib26nqjz 137 30 labor labor NN cord-336496-ib26nqjz 137 31 market market NN cord-336496-ib26nqjz 137 32 income income NN cord-336496-ib26nqjz 137 33 for for IN cord-336496-ib26nqjz 137 34 industry industry NN cord-336496-ib26nqjz 137 35 within within IN cord-336496-ib26nqjz 137 36 MSA MSA NNP cord-336496-ib26nqjz 137 37 at at IN cord-336496-ib26nqjz 137 38 time time NN cord-336496-ib26nqjz 137 39 . . . cord-336496-ib26nqjz 138 1 The the DT cord-336496-ib26nqjz 138 2 index index NN cord-336496-ib26nqjz 138 3 is be VBZ cord-336496-ib26nqjz 138 4 further far RBR cord-336496-ib26nqjz 138 5 standardized standardize VBN cord-336496-ib26nqjz 138 6 to to TO cord-336496-ib26nqjz 138 7 be be VB cord-336496-ib26nqjz 138 8 mean mean JJ cord-336496-ib26nqjz 138 9 zero zero CD cord-336496-ib26nqjz 138 10 with with IN cord-336496-ib26nqjz 138 11 a a DT cord-336496-ib26nqjz 138 12 standard standard JJ cord-336496-ib26nqjz 138 13 deviation deviation NN cord-336496-ib26nqjz 138 14 equal equal JJ cord-336496-ib26nqjz 138 15 to to IN cord-336496-ib26nqjz 138 16 one one CD cord-336496-ib26nqjz 138 17 . . . cord-336496-ib26nqjz 139 1 Thus thus RB cord-336496-ib26nqjz 139 2 higher high JJR cord-336496-ib26nqjz 139 3 values value NNS cord-336496-ib26nqjz 139 4 in in IN cord-336496-ib26nqjz 139 5 the the DT cord-336496-ib26nqjz 139 6 index index NN cord-336496-ib26nqjz 139 7 represent represent VBP cord-336496-ib26nqjz 139 8 more more RBR cord-336496-ib26nqjz 139 9 diverse diverse JJ cord-336496-ib26nqjz 139 10 regions region NNS cord-336496-ib26nqjz 139 11 and and CC cord-336496-ib26nqjz 139 12 lower low JJR cord-336496-ib26nqjz 139 13 values value NNS cord-336496-ib26nqjz 139 14 in in IN cord-336496-ib26nqjz 139 15 the the DT cord-336496-ib26nqjz 139 16 index index NN cord-336496-ib26nqjz 139 17 represent represent VBP cord-336496-ib26nqjz 139 18 less less RBR cord-336496-ib26nqjz 139 19 diverse diverse JJ cord-336496-ib26nqjz 139 20 regions region NNS cord-336496-ib26nqjz 139 21 . . . cord-336496-ib26nqjz 140 1 To to TO cord-336496-ib26nqjz 140 2 make make VB cord-336496-ib26nqjz 140 3 clear clear JJ cord-336496-ib26nqjz 140 4 how how WRB cord-336496-ib26nqjz 140 5 the the DT cord-336496-ib26nqjz 140 6 index index NN cord-336496-ib26nqjz 140 7 is be VBZ cord-336496-ib26nqjz 140 8 interpreted interpret VBN cord-336496-ib26nqjz 140 9 , , , cord-336496-ib26nqjz 140 10 a a DT cord-336496-ib26nqjz 140 11 hypothetical hypothetical JJ cord-336496-ib26nqjz 140 12 value value NN cord-336496-ib26nqjz 140 13 of of IN cord-336496-ib26nqjz 140 14 plus plus CC cord-336496-ib26nqjz 140 15 two two CD cord-336496-ib26nqjz 140 16 in in IN cord-336496-ib26nqjz 140 17 the the DT cord-336496-ib26nqjz 140 18 diversity diversity NN cord-336496-ib26nqjz 140 19 index index NN cord-336496-ib26nqjz 140 20 would would MD cord-336496-ib26nqjz 140 21 represent represent VB cord-336496-ib26nqjz 140 22 an an DT cord-336496-ib26nqjz 140 23 area area NN cord-336496-ib26nqjz 140 24 that that WDT cord-336496-ib26nqjz 140 25 is be VBZ cord-336496-ib26nqjz 140 26 two two CD cord-336496-ib26nqjz 140 27 standard standard JJ cord-336496-ib26nqjz 140 28 deviations deviation NNS cord-336496-ib26nqjz 140 29 above above IN cord-336496-ib26nqjz 140 30 the the DT cord-336496-ib26nqjz 140 31 mean mean JJ cord-336496-ib26nqjz 140 32 level level NN cord-336496-ib26nqjz 140 33 of of IN cord-336496-ib26nqjz 140 34 diversity diversity NN cord-336496-ib26nqjz 140 35 , , , cord-336496-ib26nqjz 140 36 and and CC cord-336496-ib26nqjz 140 37 a a DT cord-336496-ib26nqjz 140 38 hypothetical hypothetical JJ cord-336496-ib26nqjz 140 39 value value NN cord-336496-ib26nqjz 140 40 of of IN cord-336496-ib26nqjz 140 41 minus minus NN cord-336496-ib26nqjz 140 42 two two CD cord-336496-ib26nqjz 140 43 would would MD cord-336496-ib26nqjz 140 44 represent represent VB cord-336496-ib26nqjz 140 45 an an DT cord-336496-ib26nqjz 140 46 area area NN cord-336496-ib26nqjz 140 47 that that WDT cord-336496-ib26nqjz 140 48 is be VBZ cord-336496-ib26nqjz 140 49 two two CD cord-336496-ib26nqjz 140 50 standard standard JJ cord-336496-ib26nqjz 140 51 deviations deviation NNS cord-336496-ib26nqjz 140 52 below below IN cord-336496-ib26nqjz 140 53 the the DT cord-336496-ib26nqjz 140 54 mean mean JJ cord-336496-ib26nqjz 140 55 level level NN cord-336496-ib26nqjz 140 56 of of IN cord-336496-ib26nqjz 140 57 diversity diversity NN cord-336496-ib26nqjz 140 58 . . . cord-336496-ib26nqjz 141 1 We -PRON- PRP cord-336496-ib26nqjz 141 2 treat treat VBP cord-336496-ib26nqjz 141 3 the the DT cord-336496-ib26nqjz 141 4 universe universe NN cord-336496-ib26nqjz 141 5 of of IN cord-336496-ib26nqjz 141 6 federally federally RB cord-336496-ib26nqjz 141 7 declared declare VBN cord-336496-ib26nqjz 141 8 hurricanes hurricane NNS cord-336496-ib26nqjz 141 9 and and CC cord-336496-ib26nqjz 141 10 typhoons typhoon NNS cord-336496-ib26nqjz 141 11 as as IN cord-336496-ib26nqjz 141 12 exogenous exogenous JJ cord-336496-ib26nqjz 141 13 shocks shock NNS cord-336496-ib26nqjz 141 14 to to IN cord-336496-ib26nqjz 141 15 local local JJ cord-336496-ib26nqjz 141 16 real real JJ cord-336496-ib26nqjz 141 17 estate estate NN cord-336496-ib26nqjz 141 18 markets market NNS cord-336496-ib26nqjz 141 19 . . . cord-336496-ib26nqjz 142 1 Data datum NNS cord-336496-ib26nqjz 142 2 describing describe VBG cord-336496-ib26nqjz 142 3 these these DT cord-336496-ib26nqjz 142 4 events event NNS cord-336496-ib26nqjz 142 5 are be VBP cord-336496-ib26nqjz 142 6 maintained maintain VBN cord-336496-ib26nqjz 142 7 by by IN cord-336496-ib26nqjz 142 8 indicates indicate VBZ cord-336496-ib26nqjz 142 9 the the DT cord-336496-ib26nqjz 142 10 impacted impact VBN cord-336496-ib26nqjz 142 11 county county NN cord-336496-ib26nqjz 142 12 and and CC cord-336496-ib26nqjz 142 13 records record VBZ cord-336496-ib26nqjz 142 14 the the DT cord-336496-ib26nqjz 142 15 month month NN cord-336496-ib26nqjz 142 16 , , , cord-336496-ib26nqjz 142 17 day day NN cord-336496-ib26nqjz 142 18 , , , cord-336496-ib26nqjz 142 19 and and CC cord-336496-ib26nqjz 142 20 year year NN cord-336496-ib26nqjz 142 21 each each DT cord-336496-ib26nqjz 142 22 disaster disaster NN cord-336496-ib26nqjz 142 23 began begin VBD cord-336496-ib26nqjz 142 24 . . . cord-336496-ib26nqjz 143 1 We -PRON- PRP cord-336496-ib26nqjz 143 2 use use VBP cord-336496-ib26nqjz 143 3 the the DT cord-336496-ib26nqjz 143 4 County County NNP cord-336496-ib26nqjz 143 5 to to IN cord-336496-ib26nqjz 143 6 MSA MSA NNP cord-336496-ib26nqjz 143 7 crosswalk crosswalk NN cord-336496-ib26nqjz 143 8 provided provide VBN cord-336496-ib26nqjz 143 9 by by IN cord-336496-ib26nqjz 143 10 the the DT cord-336496-ib26nqjz 143 11 United United NNP cord-336496-ib26nqjz 143 12 States States NNP cord-336496-ib26nqjz 143 13 Census Census NNP cord-336496-ib26nqjz 143 14 Bureau Bureau NNP cord-336496-ib26nqjz 143 15 to to TO cord-336496-ib26nqjz 143 16 map map VB cord-336496-ib26nqjz 143 17 impacted impact VBN cord-336496-ib26nqjz 143 18 counties county NNS cord-336496-ib26nqjz 143 19 into into IN cord-336496-ib26nqjz 143 20 impacted impact VBN cord-336496-ib26nqjz 143 21 MSAs msa NNS cord-336496-ib26nqjz 143 22 . . . cord-336496-ib26nqjz 144 1 Using use VBG cord-336496-ib26nqjz 144 2 these these DT cord-336496-ib26nqjz 144 3 data datum NNS cord-336496-ib26nqjz 144 4 , , , cord-336496-ib26nqjz 144 5 we -PRON- PRP cord-336496-ib26nqjz 144 6 can can MD cord-336496-ib26nqjz 144 7 effectively effectively RB cord-336496-ib26nqjz 144 8 identify identify VB cord-336496-ib26nqjz 144 9 the the DT cord-336496-ib26nqjz 144 10 entire entire JJ cord-336496-ib26nqjz 144 11 history history NN cord-336496-ib26nqjz 144 12 of of IN cord-336496-ib26nqjz 144 13 natural natural JJ cord-336496-ib26nqjz 144 14 disasters disaster NNS cord-336496-ib26nqjz 144 15 impacting impact VBG cord-336496-ib26nqjz 144 16 each each DT cord-336496-ib26nqjz 144 17 MSA MSA NNP cord-336496-ib26nqjz 144 18 in in IN cord-336496-ib26nqjz 144 19 our -PRON- PRP$ cord-336496-ib26nqjz 144 20 study study NN cord-336496-ib26nqjz 144 21 area area NN cord-336496-ib26nqjz 144 22 . . . cord-336496-ib26nqjz 145 1 We -PRON- PRP cord-336496-ib26nqjz 145 2 provide provide VBP cord-336496-ib26nqjz 145 3 a a DT cord-336496-ib26nqjz 145 4 graphical graphical JJ cord-336496-ib26nqjz 145 5 illustration illustration NN cord-336496-ib26nqjz 145 6 of of IN cord-336496-ib26nqjz 145 7 the the DT cord-336496-ib26nqjz 145 8 100 100 CD cord-336496-ib26nqjz 145 9 MSAs msa NNS cord-336496-ib26nqjz 145 10 included include VBN cord-336496-ib26nqjz 145 11 in in IN cord-336496-ib26nqjz 145 12 our -PRON- PRP$ cord-336496-ib26nqjz 145 13 sample sample NN cord-336496-ib26nqjz 145 14 in in IN cord-336496-ib26nqjz 145 15 Figure figure NN cord-336496-ib26nqjz 145 16 _SP cord-336496-ib26nqjz 145 17 7 7 CD cord-336496-ib26nqjz 146 1 The the DT cord-336496-ib26nqjz 146 2 set set NN cord-336496-ib26nqjz 146 3 of of IN cord-336496-ib26nqjz 146 4 NAICS NAICS NNP cord-336496-ib26nqjz 146 5 supersectors supersector NNS cord-336496-ib26nqjz 146 6 includes include VBZ cord-336496-ib26nqjz 146 7 : : : cord-336496-ib26nqjz 146 8 1 1 LS cord-336496-ib26nqjz 146 9 . . . cord-336496-ib26nqjz 147 1 To to TO cord-336496-ib26nqjz 147 2 visualize visualize VB cord-336496-ib26nqjz 147 3 differences difference NNS cord-336496-ib26nqjz 147 4 in in IN cord-336496-ib26nqjz 147 5 the the DT cord-336496-ib26nqjz 147 6 degree degree NN cord-336496-ib26nqjz 147 7 of of IN cord-336496-ib26nqjz 147 8 diversification diversification NN cord-336496-ib26nqjz 147 9 across across IN cord-336496-ib26nqjz 147 10 MSAs msa NNS cord-336496-ib26nqjz 147 11 , , , cord-336496-ib26nqjz 147 12 Figure figure NN cord-336496-ib26nqjz 147 13 1 1 CD cord-336496-ib26nqjz 147 14 illustrates illustrate VBZ cord-336496-ib26nqjz 147 15 the the DT cord-336496-ib26nqjz 147 16 average average JJ cord-336496-ib26nqjz 147 17 level level NN cord-336496-ib26nqjz 147 18 diversification diversification NN cord-336496-ib26nqjz 147 19 within within IN cord-336496-ib26nqjz 147 20 each each DT cord-336496-ib26nqjz 147 21 MSA MSA NNP cord-336496-ib26nqjz 147 22 over over IN cord-336496-ib26nqjz 147 23 the the DT cord-336496-ib26nqjz 147 24 study study NN cord-336496-ib26nqjz 147 25 period period NN cord-336496-ib26nqjz 147 26 , , , cord-336496-ib26nqjz 147 27 again again RB cord-336496-ib26nqjz 147 28 , , , cord-336496-ib26nqjz 147 29 standardized standardize VBN cord-336496-ib26nqjz 147 30 to to TO cord-336496-ib26nqjz 147 31 have have VB cord-336496-ib26nqjz 147 32 a a DT cord-336496-ib26nqjz 147 33 mean mean NN cord-336496-ib26nqjz 147 34 of of IN cord-336496-ib26nqjz 147 35 zero zero CD cord-336496-ib26nqjz 147 36 and and CC cord-336496-ib26nqjz 147 37 standard standard JJ cord-336496-ib26nqjz 147 38 deviation deviation NN cord-336496-ib26nqjz 147 39 equal equal JJ cord-336496-ib26nqjz 147 40 to to IN cord-336496-ib26nqjz 147 41 one one CD cord-336496-ib26nqjz 147 42 . . . cord-336496-ib26nqjz 148 1 Henceforth henceforth RB cord-336496-ib26nqjz 148 2 , , , cord-336496-ib26nqjz 148 3 MSAs msa NNS cord-336496-ib26nqjz 148 4 in in IN cord-336496-ib26nqjz 148 5 dark dark JJ cord-336496-ib26nqjz 148 6 green green JJ cord-336496-ib26nqjz 148 7 represent represent VBP cord-336496-ib26nqjz 148 8 the the DT cord-336496-ib26nqjz 148 9 least least JJS cord-336496-ib26nqjz 148 10 diversified diversified JJ cord-336496-ib26nqjz 148 11 regions region NNS cord-336496-ib26nqjz 148 12 ( ( -LRB- cord-336496-ib26nqjz 148 13 e.g. e.g. IN cord-336496-ib26nqjz 148 14 those those DT cord-336496-ib26nqjz 148 15 with with IN cord-336496-ib26nqjz 148 16 long long RB cord-336496-ib26nqjz 148 17 - - HYPH cord-336496-ib26nqjz 148 18 run run NN cord-336496-ib26nqjz 148 19 average average JJ cord-336496-ib26nqjz 148 20 diversity diversity NN cord-336496-ib26nqjz 148 21 levels level NNS cord-336496-ib26nqjz 148 22 3.95 3.95 CD cord-336496-ib26nqjz 148 23 to to IN cord-336496-ib26nqjz 148 24 2.14 2.14 CD cord-336496-ib26nqjz 148 25 standard standard JJ cord-336496-ib26nqjz 148 26 deviations deviation NNS cord-336496-ib26nqjz 148 27 below below IN cord-336496-ib26nqjz 148 28 the the DT cord-336496-ib26nqjz 148 29 mean mean JJ cord-336496-ib26nqjz 148 30 MSA MSA NNP cord-336496-ib26nqjz 148 31 ) ) -RRB- cord-336496-ib26nqjz 148 32 . . . cord-336496-ib26nqjz 149 1 Likewise likewise RB cord-336496-ib26nqjz 149 2 , , , cord-336496-ib26nqjz 149 3 MSAs msa NNS cord-336496-ib26nqjz 149 4 in in IN cord-336496-ib26nqjz 149 5 bright bright JJ cord-336496-ib26nqjz 149 6 red red NN cord-336496-ib26nqjz 149 7 represent represent VBP cord-336496-ib26nqjz 149 8 the the DT cord-336496-ib26nqjz 149 9 most most RBS cord-336496-ib26nqjz 149 10 diversified diversified JJ cord-336496-ib26nqjz 149 11 regions region NNS cord-336496-ib26nqjz 149 12 ; ; : cord-336496-ib26nqjz 149 13 those those DT cord-336496-ib26nqjz 149 14 with with IN cord-336496-ib26nqjz 149 15 long long RB cord-336496-ib26nqjz 149 16 - - HYPH cord-336496-ib26nqjz 149 17 run run NN cord-336496-ib26nqjz 149 18 average average JJ cord-336496-ib26nqjz 149 19 diversity diversity NN cord-336496-ib26nqjz 149 20 levels level NNS cord-336496-ib26nqjz 149 21 .98 .98 NFP cord-336496-ib26nqjz 149 22 to to IN cord-336496-ib26nqjz 149 23 1.45 1.45 CD cord-336496-ib26nqjz 149 24 standard standard JJ cord-336496-ib26nqjz 149 25 deviations deviation NNS cord-336496-ib26nqjz 149 26 above above IN cord-336496-ib26nqjz 149 27 the the DT cord-336496-ib26nqjz 149 28 mean mean JJ cord-336496-ib26nqjz 149 29 MSA MSA NNP cord-336496-ib26nqjz 149 30 . . . cord-336496-ib26nqjz 150 1 Lastly lastly RB cord-336496-ib26nqjz 150 2 , , , cord-336496-ib26nqjz 150 3 we -PRON- PRP cord-336496-ib26nqjz 150 4 provide provide VBP cord-336496-ib26nqjz 150 5 a a DT cord-336496-ib26nqjz 150 6 list list NN cord-336496-ib26nqjz 150 7 of of IN cord-336496-ib26nqjz 150 8 every every DT cord-336496-ib26nqjz 150 9 MSA MSA NNP cord-336496-ib26nqjz 150 10 in in IN cord-336496-ib26nqjz 150 11 our -PRON- PRP$ cord-336496-ib26nqjz 150 12 sample sample NN cord-336496-ib26nqjz 150 13 in in IN cord-336496-ib26nqjz 150 14 appendix appendix NN cord-336496-ib26nqjz 150 15 Table Table NNP cord-336496-ib26nqjz 150 16 A1 A1 NNP cord-336496-ib26nqjz 151 1 Despite despite IN cord-336496-ib26nqjz 151 2 these these DT cord-336496-ib26nqjz 151 3 overall overall JJ cord-336496-ib26nqjz 151 4 trends trend NNS cord-336496-ib26nqjz 151 5 in in IN cord-336496-ib26nqjz 151 6 diversity diversity NN cord-336496-ib26nqjz 151 7 , , , cord-336496-ib26nqjz 151 8 we -PRON- PRP cord-336496-ib26nqjz 151 9 learn learn VBP cord-336496-ib26nqjz 151 10 that that IN cord-336496-ib26nqjz 151 11 there there EX cord-336496-ib26nqjz 151 12 exists exist VBZ cord-336496-ib26nqjz 151 13 an an DT cord-336496-ib26nqjz 151 14 immense immense JJ cord-336496-ib26nqjz 151 15 amount amount NN cord-336496-ib26nqjz 151 16 of of IN cord-336496-ib26nqjz 151 17 heterogeneity heterogeneity NN cord-336496-ib26nqjz 151 18 in in IN cord-336496-ib26nqjz 151 19 the the DT cord-336496-ib26nqjz 151 20 trajectory trajectory NN cord-336496-ib26nqjz 151 21 of of IN cord-336496-ib26nqjz 151 22 our -PRON- PRP$ cord-336496-ib26nqjz 151 23 small small JJ cord-336496-ib26nqjz 151 24 regional regional JJ cord-336496-ib26nqjz 151 25 economies economy NNS cord-336496-ib26nqjz 151 26 . . . cord-336496-ib26nqjz 152 1 To to TO cord-336496-ib26nqjz 152 2 further further RB cord-336496-ib26nqjz 152 3 illustrate illustrate VB cord-336496-ib26nqjz 152 4 the the DT cord-336496-ib26nqjz 152 5 variation variation NN cord-336496-ib26nqjz 152 6 in in IN cord-336496-ib26nqjz 152 7 the the DT cord-336496-ib26nqjz 152 8 data datum NNS cord-336496-ib26nqjz 152 9 , , , cord-336496-ib26nqjz 152 10 we -PRON- PRP cord-336496-ib26nqjz 152 11 compute compute VBP cord-336496-ib26nqjz 152 12 the the DT cord-336496-ib26nqjz 152 13 growth growth NN cord-336496-ib26nqjz 152 14 rate rate NN cord-336496-ib26nqjz 152 15 , , , cord-336496-ib26nqjz 152 16 , , , cord-336496-ib26nqjz 152 17 , , , cord-336496-ib26nqjz 152 18 in in IN cord-336496-ib26nqjz 152 19 economic economic JJ cord-336496-ib26nqjz 152 20 _SP cord-336496-ib26nqjz 153 1 To to TO cord-336496-ib26nqjz 153 2 study study VB cord-336496-ib26nqjz 153 3 the the DT cord-336496-ib26nqjz 153 4 impact impact NN cord-336496-ib26nqjz 153 5 of of IN cord-336496-ib26nqjz 153 6 regional regional JJ cord-336496-ib26nqjz 153 7 growth growth NN cord-336496-ib26nqjz 153 8 shocks shock NNS cord-336496-ib26nqjz 153 9 on on IN cord-336496-ib26nqjz 153 10 residential residential JJ cord-336496-ib26nqjz 153 11 housing housing NN cord-336496-ib26nqjz 153 12 prices price NNS cord-336496-ib26nqjz 153 13 , , , cord-336496-ib26nqjz 153 14 we -PRON- PRP cord-336496-ib26nqjz 153 15 estimate estimate VBP cord-336496-ib26nqjz 153 16 a a DT cord-336496-ib26nqjz 153 17 difference difference NN cord-336496-ib26nqjz 153 18 - - HYPH cord-336496-ib26nqjz 153 19 in in IN cord-336496-ib26nqjz 153 20 - - HYPH cord-336496-ib26nqjz 153 21 differences difference NNS cord-336496-ib26nqjz 153 22 model model NN cord-336496-ib26nqjz 153 23 exploiting exploit VBG cord-336496-ib26nqjz 153 24 the the DT cord-336496-ib26nqjz 153 25 random random JJ cord-336496-ib26nqjz 153 26 nature nature NN cord-336496-ib26nqjz 153 27 of of IN cord-336496-ib26nqjz 153 28 regional regional JJ cord-336496-ib26nqjz 153 29 disasters disaster NNS cord-336496-ib26nqjz 153 30 . . . cord-336496-ib26nqjz 154 1 More more RBR cord-336496-ib26nqjz 154 2 specifically specifically RB cord-336496-ib26nqjz 154 3 , , , cord-336496-ib26nqjz 154 4 we -PRON- PRP cord-336496-ib26nqjz 154 5 employ employ VBP cord-336496-ib26nqjz 154 6 the the DT cord-336496-ib26nqjz 154 7 fixed fix VBN cord-336496-ib26nqjz 154 8 effects effect NNS cord-336496-ib26nqjz 154 9 estimator estimator NN cord-336496-ib26nqjz 154 10 , , , cord-336496-ib26nqjz 154 11 ln ln NNP cord-336496-ib26nqjz 154 12 & & CC cord-336496-ib26nqjz 154 13 ' ' '' cord-336496-ib26nqjz 154 14 ( ( -LRB- cord-336496-ib26nqjz 154 15 = = NFP cord-336496-ib26nqjz 154 16 ) ) -RRB- cord-336496-ib26nqjz 155 1 * * NFP cord-336496-ib26nqjz 155 2 + + CC cord-336496-ib26nqjz 155 3 , , , cord-336496-ib26nqjz 155 4 • • NNP cord-336496-ib26nqjz 155 5 . . NNP cord-336496-ib26nqjz 155 6 , , , cord-336496-ib26nqjz 155 7 + + SYM cord-336496-ib26nqjz 155 8 0 0 CD cord-336496-ib26nqjz 155 9 , , , cord-336496-ib26nqjz 155 10 • • NNP cord-336496-ib26nqjz 155 11 . . . cord-336496-ib26nqjz 156 1 , , , cord-336496-ib26nqjz 156 2 × × NNP cord-336496-ib26nqjz 156 3 2(3 2(3 NNP cord-336496-ib26nqjz 156 4 4 4 CD cord-336496-ib26nqjz 156 5 5 5 CD cord-336496-ib26nqjz 156 6 , , , cord-336496-ib26nqjz 156 7 6 6 CD cord-336496-ib26nqjz 156 8 5 5 CD cord-336496-ib26nqjz 156 9 + + SYM cord-336496-ib26nqjz 156 10 7 7 CD cord-336496-ib26nqjz 157 1 • • NNP cord-336496-ib26nqjz 157 2 2(3 2(3 CD cord-336496-ib26nqjz 158 1 + + CC cord-336496-ib26nqjz 159 1 8 8 CD cord-336496-ib26nqjz 159 2 + + SYM cord-336496-ib26nqjz 159 3 9 9 CD cord-336496-ib26nqjz 159 4 + + CC cord-336496-ib26nqjz 159 5 : : : cord-336496-ib26nqjz 159 6 , , , cord-336496-ib26nqjz 159 7 # # $ cord-336496-ib26nqjz 159 8 2 2 CD cord-336496-ib26nqjz 159 9 where where WRB cord-336496-ib26nqjz 159 10 ln ln NNP cord-336496-ib26nqjz 159 11 & & CC cord-336496-ib26nqjz 159 12 ' ' '' cord-336496-ib26nqjz 160 1 ( ( -LRB- cord-336496-ib26nqjz 160 2 is be VBZ cord-336496-ib26nqjz 160 3 the the DT cord-336496-ib26nqjz 160 4 log log NN cord-336496-ib26nqjz 160 5 transformed transform VBN cord-336496-ib26nqjz 160 6 housing housing NN cord-336496-ib26nqjz 160 7 price price NN cord-336496-ib26nqjz 160 8 index index NN cord-336496-ib26nqjz 160 9 for for IN cord-336496-ib26nqjz 160 10 MSA MSA NNP cord-336496-ib26nqjz 160 11 in in IN cord-336496-ib26nqjz 160 12 time time NN cord-336496-ib26nqjz 160 13 , , , cord-336496-ib26nqjz 160 14 2(3 2(3 NNP cord-336496-ib26nqjz 160 15 is be VBZ cord-336496-ib26nqjz 160 16 the the DT cord-336496-ib26nqjz 160 17 fractionalization fractionalization NN cord-336496-ib26nqjz 160 18 index index NN cord-336496-ib26nqjz 160 19 for for IN cord-336496-ib26nqjz 160 20 regional regional JJ cord-336496-ib26nqjz 160 21 economic economic JJ cord-336496-ib26nqjz 160 22 activity activity NN cord-336496-ib26nqjz 160 23 for for IN cord-336496-ib26nqjz 160 24 MSA MSA NNP cord-336496-ib26nqjz 160 25 in in IN cord-336496-ib26nqjz 160 26 time time NN cord-336496-ib26nqjz 160 27 , , , cord-336496-ib26nqjz 160 28 and and CC cord-336496-ib26nqjz 160 29 . . . cord-336496-ib26nqjz 161 1 , , , cord-336496-ib26nqjz 161 2 is be VBZ cord-336496-ib26nqjz 161 3 a a DT cord-336496-ib26nqjz 161 4 treatment treatment NN cord-336496-ib26nqjz 161 5 - - HYPH cord-336496-ib26nqjz 161 6 indicator indicator NN cord-336496-ib26nqjz 161 7 < < XX cord-336496-ib26nqjz 161 8 years year NNS cord-336496-ib26nqjz 161 9 prior prior RB cord-336496-ib26nqjz 161 10 to to IN cord-336496-ib26nqjz 161 11 or or CC cord-336496-ib26nqjz 161 12 after after IN cord-336496-ib26nqjz 161 13 a a DT cord-336496-ib26nqjz 161 14 disaster disaster NN cord-336496-ib26nqjz 161 15 - - HYPH cord-336496-ib26nqjz 161 16 related relate VBN cord-336496-ib26nqjz 161 17 event event NN cord-336496-ib26nqjz 161 18 . . . cord-336496-ib26nqjz 162 1 To to TO cord-336496-ib26nqjz 162 2 fix fix VB cord-336496-ib26nqjz 162 3 ideas idea NNS cord-336496-ib26nqjz 162 4 , , , cord-336496-ib26nqjz 162 5 . . . cord-336496-ib26nqjz 163 1 is be VBZ cord-336496-ib26nqjz 163 2 equal equal JJ cord-336496-ib26nqjz 163 3 to to IN cord-336496-ib26nqjz 163 4 one one CD cord-336496-ib26nqjz 163 5 if if IN cord-336496-ib26nqjz 163 6 at at IN cord-336496-ib26nqjz 163 7 time time NN cord-336496-ib26nqjz 163 8 MSA MSA NNP cord-336496-ib26nqjz 163 9 is be VBZ cord-336496-ib26nqjz 163 10 within within IN cord-336496-ib26nqjz 163 11 1 1 CD cord-336496-ib26nqjz 163 12 to to IN cord-336496-ib26nqjz 163 13 2 2 CD cord-336496-ib26nqjz 163 14 years year NNS cord-336496-ib26nqjz 163 15 of of IN cord-336496-ib26nqjz 163 16 a a DT cord-336496-ib26nqjz 163 17 disaster disaster NN cord-336496-ib26nqjz 163 18 . . . cord-336496-ib26nqjz 164 1 Likewise likewise RB cord-336496-ib26nqjz 164 2 , , , cord-336496-ib26nqjz 164 3 . . . cord-336496-ib26nqjz 165 1 is be VBZ cord-336496-ib26nqjz 165 2 equal equal JJ cord-336496-ib26nqjz 165 3 to to IN cord-336496-ib26nqjz 165 4 one one CD cord-336496-ib26nqjz 165 5 if if IN cord-336496-ib26nqjz 165 6 at at IN cord-336496-ib26nqjz 165 7 time time NN cord-336496-ib26nqjz 165 8 t t NNP cord-336496-ib26nqjz 165 9 MSA MSA NNP cord-336496-ib26nqjz 165 10 is be VBZ cord-336496-ib26nqjz 165 11 within within IN cord-336496-ib26nqjz 165 12 -1 -1 NN cord-336496-ib26nqjz 165 13 to to IN cord-336496-ib26nqjz 165 14 -2 -2 CD cord-336496-ib26nqjz 165 15 years year NNS cord-336496-ib26nqjz 165 16 of of IN cord-336496-ib26nqjz 165 17 a a DT cord-336496-ib26nqjz 165 18 disaster disaster NN cord-336496-ib26nqjz 165 19 . . . cord-336496-ib26nqjz 166 1 Additionally additionally RB cord-336496-ib26nqjz 166 2 , , , cord-336496-ib26nqjz 166 3 8 8 CD cord-336496-ib26nqjz 166 4 captures capture VBZ cord-336496-ib26nqjz 166 5 MSA MSA NNP cord-336496-ib26nqjz 166 6 - - HYPH cord-336496-ib26nqjz 166 7 specific specific JJ cord-336496-ib26nqjz 166 8 , , , cord-336496-ib26nqjz 166 9 time time NN cord-336496-ib26nqjz 166 10 - - HYPH cord-336496-ib26nqjz 166 11 invariant invariant JJ cord-336496-ib26nqjz 166 12 unobserved unobserved JJ cord-336496-ib26nqjz 166 13 heterogeneity heterogeneity NN cord-336496-ib26nqjz 166 14 . . . cord-336496-ib26nqjz 167 1 Finally finally RB cord-336496-ib26nqjz 167 2 , , , cord-336496-ib26nqjz 167 3 9 9 CD cord-336496-ib26nqjz 167 4 includes include VBZ cord-336496-ib26nqjz 167 5 an an DT cord-336496-ib26nqjz 167 6 exhaustive exhaustive JJ cord-336496-ib26nqjz 167 7 set set NN cord-336496-ib26nqjz 167 8 of of IN cord-336496-ib26nqjz 167 9 year year NN cord-336496-ib26nqjz 167 10 - - HYPH cord-336496-ib26nqjz 167 11 quarter quarter NN cord-336496-ib26nqjz 167 12 fixed fix VBN cord-336496-ib26nqjz 167 13 effects effect NNS cord-336496-ib26nqjz 167 14 and and CC cord-336496-ib26nqjz 167 15 MSA MSA NNP cord-336496-ib26nqjz 167 16 specific specific JJ cord-336496-ib26nqjz 167 17 linear linear JJ cord-336496-ib26nqjz 167 18 time time NN cord-336496-ib26nqjz 167 19 trends trend NNS cord-336496-ib26nqjz 167 20 . . . cord-336496-ib26nqjz 168 1 Note note VB cord-336496-ib26nqjz 168 2 , , , cord-336496-ib26nqjz 168 3 the the DT cord-336496-ib26nqjz 168 4 causal causal JJ cord-336496-ib26nqjz 168 5 interpretation interpretation NN cord-336496-ib26nqjz 168 6 of of IN cord-336496-ib26nqjz 168 7 + + SYM cord-336496-ib26nqjz 168 8 , , , cord-336496-ib26nqjz 168 9 and and CC cord-336496-ib26nqjz 168 10 0 0 NFP cord-336496-ib26nqjz 168 11 , , , cord-336496-ib26nqjz 168 12 stems stem VBZ cord-336496-ib26nqjz 168 13 from from IN cord-336496-ib26nqjz 168 14 the the DT cord-336496-ib26nqjz 168 15 assumption assumption NN cord-336496-ib26nqjz 168 16 that that IN cord-336496-ib26nqjz 168 17 whether whether IN cord-336496-ib26nqjz 168 18 or or CC cord-336496-ib26nqjz 168 19 not not RB cord-336496-ib26nqjz 168 20 a a DT cord-336496-ib26nqjz 168 21 region region NN cord-336496-ib26nqjz 168 22 is be VBZ cord-336496-ib26nqjz 168 23 hit hit VBN cord-336496-ib26nqjz 168 24 by by IN cord-336496-ib26nqjz 168 25 a a DT cord-336496-ib26nqjz 168 26 natural natural JJ cord-336496-ib26nqjz 168 27 disaster disaster NN cord-336496-ib26nqjz 168 28 is be VBZ cord-336496-ib26nqjz 168 29 random random JJ cord-336496-ib26nqjz 168 30 conditional conditional JJ cord-336496-ib26nqjz 168 31 on on IN cord-336496-ib26nqjz 168 32 MSA MSA NNP cord-336496-ib26nqjz 168 33 and and CC cord-336496-ib26nqjz 168 34 year year NN cord-336496-ib26nqjz 168 35 - - HYPH cord-336496-ib26nqjz 168 36 quarter quarter NN cord-336496-ib26nqjz 168 37 fixed fix VBN cord-336496-ib26nqjz 168 38 effects effect NNS cord-336496-ib26nqjz 168 39 . . . cord-336496-ib26nqjz 169 1 We -PRON- PRP cord-336496-ib26nqjz 169 2 specify specify VBP cord-336496-ib26nqjz 169 3 equation equation NN cord-336496-ib26nqjz 169 4 ( ( -LRB- cord-336496-ib26nqjz 169 5 2 2 LS cord-336496-ib26nqjz 169 6 ) ) -RRB- cord-336496-ib26nqjz 169 7 with with IN cord-336496-ib26nqjz 169 8 a a DT cord-336496-ib26nqjz 169 9 series series NN cord-336496-ib26nqjz 169 10 of of IN cord-336496-ib26nqjz 169 11 three three CD cord-336496-ib26nqjz 169 12 pre pre JJ cord-336496-ib26nqjz 169 13 - - NN cord-336496-ib26nqjz 169 14 disaster disaster NN cord-336496-ib26nqjz 169 15 and and CC cord-336496-ib26nqjz 169 16 three three CD cord-336496-ib26nqjz 169 17 post post JJ cord-336496-ib26nqjz 169 18 - - JJ cord-336496-ib26nqjz 169 19 disaster disaster JJ cord-336496-ib26nqjz 169 20 event event NN cord-336496-ib26nqjz 169 21 indicators indicator NNS cord-336496-ib26nqjz 169 22 and and CC cord-336496-ib26nqjz 169 23 , , , cord-336496-ib26nqjz 169 24 similar similar JJ cord-336496-ib26nqjz 169 25 to to IN cord-336496-ib26nqjz 169 26 Gallagher Gallagher NNP cord-336496-ib26nqjz 169 27 ( ( -LRB- cord-336496-ib26nqjz 169 28 2014 2014 CD cord-336496-ib26nqjz 169 29 ) ) -RRB- cord-336496-ib26nqjz 169 30 , , , cord-336496-ib26nqjz 169 31 bin bin NNP cord-336496-ib26nqjz 169 32 each each DT cord-336496-ib26nqjz 169 33 . . . cord-336496-ib26nqjz 169 34 , , , cord-336496-ib26nqjz 169 35 for for IN cord-336496-ib26nqjz 169 36 any any DT cord-336496-ib26nqjz 169 37 time time NN cord-336496-ib26nqjz 169 38 period period NN cord-336496-ib26nqjz 169 39 < < XX cord-336496-ib26nqjz 169 40 < < XX cord-336496-ib26nqjz 169 41 −3 −3 NNP cord-336496-ib26nqjz 169 42 and and CC cord-336496-ib26nqjz 169 43 for for IN cord-336496-ib26nqjz 169 44 any any DT cord-336496-ib26nqjz 169 45 time time NN cord-336496-ib26nqjz 169 46 period period NN cord-336496-ib26nqjz 169 47 < < XX cord-336496-ib26nqjz 169 48 > > XX cord-336496-ib26nqjz 170 1 3 3 LS cord-336496-ib26nqjz 170 2 by by IN cord-336496-ib26nqjz 170 3 creating create VBG cord-336496-ib26nqjz 170 4 single single JJ cord-336496-ib26nqjz 170 5 event event NN cord-336496-ib26nqjz 170 6 indicator indicator NN cord-336496-ib26nqjz 170 7 variables variable NNS cord-336496-ib26nqjz 170 8 for for IN cord-336496-ib26nqjz 170 9 the the DT cord-336496-ib26nqjz 170 10 end end NN cord-336496-ib26nqjz 170 11 periods period NNS cord-336496-ib26nqjz 170 12 of of IN cord-336496-ib26nqjz 170 13 the the DT cord-336496-ib26nqjz 170 14 event event NN cord-336496-ib26nqjz 170 15 study study NN cord-336496-ib26nqjz 170 16 , , , cord-336496-ib26nqjz 170 17 . . . cord-336496-ib26nqjz 171 1 5 5 CD cord-336496-ib26nqjz 171 2 and and CC cord-336496-ib26nqjz 171 3 . . . cord-336496-ib26nqjz 172 1 5 5 LS cord-336496-ib26nqjz 172 2 . . . cord-336496-ib26nqjz 173 1 The the DT cord-336496-ib26nqjz 173 2 inclusion inclusion NN cord-336496-ib26nqjz 173 3 of of IN cord-336496-ib26nqjz 173 4 . . . cord-336496-ib26nqjz 174 1 5 5 CD cord-336496-ib26nqjz 174 2 and and CC cord-336496-ib26nqjz 174 3 . . . cord-336496-ib26nqjz 175 1 5 5 LS cord-336496-ib26nqjz 175 2 simply simply RB cord-336496-ib26nqjz 175 3 serve serve VBP cord-336496-ib26nqjz 175 4 the the DT cord-336496-ib26nqjz 175 5 practical practical JJ cord-336496-ib26nqjz 175 6 purpose purpose NN cord-336496-ib26nqjz 175 7 of of IN cord-336496-ib26nqjz 175 8 allowing allow VBG cord-336496-ib26nqjz 175 9 us -PRON- PRP cord-336496-ib26nqjz 175 10 to to TO cord-336496-ib26nqjz 175 11 study study VB cord-336496-ib26nqjz 175 12 how how WRB cord-336496-ib26nqjz 175 13 home home NN cord-336496-ib26nqjz 175 14 prices price NNS cord-336496-ib26nqjz 175 15 evolve evolve VBP cord-336496-ib26nqjz 175 16 in in IN cord-336496-ib26nqjz 175 17 the the DT cord-336496-ib26nqjz 175 18 years year NNS cord-336496-ib26nqjz 175 19 shortly shortly RB cord-336496-ib26nqjz 175 20 after after IN cord-336496-ib26nqjz 175 21 a a DT cord-336496-ib26nqjz 175 22 disaster disaster NN cord-336496-ib26nqjz 175 23 ( ( -LRB- cord-336496-ib26nqjz 175 24 e.g. e.g. RB cord-336496-ib26nqjz 175 25 < < XX cord-336496-ib26nqjz 175 26 ∈ ∈ XX cord-336496-ib26nqjz 175 27 [ [ -LRB- cord-336496-ib26nqjz 175 28 1,3 1,3 CD cord-336496-ib26nqjz 175 29 ] ] -RRB- cord-336496-ib26nqjz 175 30 as as RB cord-336496-ib26nqjz 175 31 well well RB cord-336496-ib26nqjz 175 32 as as IN cord-336496-ib26nqjz 175 33 in in IN cord-336496-ib26nqjz 175 34 the the DT cord-336496-ib26nqjz 175 35 years year NNS cord-336496-ib26nqjz 175 36 shortly shortly RB cord-336496-ib26nqjz 175 37 before before IN cord-336496-ib26nqjz 175 38 a a DT cord-336496-ib26nqjz 175 39 disaster disaster NN cord-336496-ib26nqjz 175 40 ; ; : cord-336496-ib26nqjz 175 41 we -PRON- PRP cord-336496-ib26nqjz 175 42 normalize normalize VBP cord-336496-ib26nqjz 175 43 all all DT cord-336496-ib26nqjz 175 44 coefficient coefficient NN cord-336496-ib26nqjz 175 45 estimates estimate NNS cord-336496-ib26nqjz 175 46 relative relative JJ cord-336496-ib26nqjz 175 47 to to IN cord-336496-ib26nqjz 175 48 the the DT cord-336496-ib26nqjz 175 49 year year NN cord-336496-ib26nqjz 175 50 immediately immediately RB cord-336496-ib26nqjz 175 51 before before IN cord-336496-ib26nqjz 175 52 a a DT cord-336496-ib26nqjz 175 53 J J NNP cord-336496-ib26nqjz 175 54 o o NN cord-336496-ib26nqjz 175 55 u u NN cord-336496-ib26nqjz 175 56 r r NN cord-336496-ib26nqjz 175 57 n n NN cord-336496-ib26nqjz 175 58 a a DT cord-336496-ib26nqjz 175 59 l l NN cord-336496-ib26nqjz 175 60 P p NN cord-336496-ib26nqjz 175 61 r r NN cord-336496-ib26nqjz 175 62 e e NN cord-336496-ib26nqjz 175 63 -p -p NN cord-336496-ib26nqjz 176 1 r r LS cord-336496-ib26nqjz 177 1 o o UH cord-336496-ib26nqjz 177 2 o o NN cord-336496-ib26nqjz 178 1 f f NNP cord-336496-ib26nqjz 178 2 disaster disaster NN cord-336496-ib26nqjz 178 3 ( ( -LRB- cord-336496-ib26nqjz 178 4 < < XX cord-336496-ib26nqjz 178 5 = = SYM cord-336496-ib26nqjz 178 6 −1 −1 NNP cord-336496-ib26nqjz 178 7 ) ) -RRB- cord-336496-ib26nqjz 178 8 . . . cord-336496-ib26nqjz 179 1 The the DT cord-336496-ib26nqjz 179 2 classical classical JJ cord-336496-ib26nqjz 179 3 difference difference NN cord-336496-ib26nqjz 179 4 - - HYPH cord-336496-ib26nqjz 179 5 in in IN cord-336496-ib26nqjz 179 6 - - HYPH cord-336496-ib26nqjz 179 7 differences difference NNS cord-336496-ib26nqjz 179 8 estimator estimator NN cord-336496-ib26nqjz 179 9 is be VBZ cord-336496-ib26nqjz 179 10 typically typically RB cord-336496-ib26nqjz 179 11 operationalized operationalize VBN cord-336496-ib26nqjz 179 12 by by IN cord-336496-ib26nqjz 179 13 excluding exclude VBG cord-336496-ib26nqjz 179 14 the the DT cord-336496-ib26nqjz 179 15 interaction interaction NN cord-336496-ib26nqjz 179 16 terms term NNS cord-336496-ib26nqjz 179 17 . . . cord-336496-ib26nqjz 180 1 , , , cord-336496-ib26nqjz 180 2 × × NNP cord-336496-ib26nqjz 180 3 2(3 2(3 NNP cord-336496-ib26nqjz 180 4 from from IN cord-336496-ib26nqjz 180 5 the the DT cord-336496-ib26nqjz 180 6 model model NN cord-336496-ib26nqjz 180 7 . . . cord-336496-ib26nqjz 181 1 In in IN cord-336496-ib26nqjz 181 2 this this DT cord-336496-ib26nqjz 181 3 case case NN cord-336496-ib26nqjz 181 4 the the DT cord-336496-ib26nqjz 181 5 researcher researcher NN cord-336496-ib26nqjz 181 6 relies rely VBZ cord-336496-ib26nqjz 181 7 on on IN cord-336496-ib26nqjz 181 8 estimates estimate NNS cord-336496-ib26nqjz 181 9 of of IN cord-336496-ib26nqjz 181 10 + + SYM cord-336496-ib26nqjz 181 11 , , , cord-336496-ib26nqjz 181 12 to to TO cord-336496-ib26nqjz 181 13 identify identify VB cord-336496-ib26nqjz 181 14 the the DT cord-336496-ib26nqjz 181 15 average average JJ cord-336496-ib26nqjz 181 16 impact impact NN cord-336496-ib26nqjz 181 17 of of IN cord-336496-ib26nqjz 181 18 the the DT cord-336496-ib26nqjz 181 19 event event NN cord-336496-ib26nqjz 181 20 of of IN cord-336496-ib26nqjz 181 21 interest interest NN cord-336496-ib26nqjz 181 22 . . . cord-336496-ib26nqjz 182 1 However however RB cord-336496-ib26nqjz 182 2 , , , cord-336496-ib26nqjz 182 3 the the DT cord-336496-ib26nqjz 182 4 inclusion inclusion NN cord-336496-ib26nqjz 182 5 of of IN cord-336496-ib26nqjz 182 6 . . . cord-336496-ib26nqjz 183 1 , , , cord-336496-ib26nqjz 183 2 × × NNP cord-336496-ib26nqjz 183 3 2(3 2(3 NNP cord-336496-ib26nqjz 183 4 allows allow VBZ cord-336496-ib26nqjz 183 5 us -PRON- PRP cord-336496-ib26nqjz 183 6 to to TO cord-336496-ib26nqjz 183 7 estimate estimate VB cord-336496-ib26nqjz 183 8 how how WRB cord-336496-ib26nqjz 183 9 the the DT cord-336496-ib26nqjz 183 10 average average JJ cord-336496-ib26nqjz 183 11 effect effect NN cord-336496-ib26nqjz 183 12 of of IN cord-336496-ib26nqjz 183 13 a a DT cord-336496-ib26nqjz 183 14 disaster disaster NN cord-336496-ib26nqjz 183 15 is be VBZ cord-336496-ib26nqjz 183 16 influenced influence VBN cord-336496-ib26nqjz 183 17 by by IN cord-336496-ib26nqjz 183 18 economic economic JJ cord-336496-ib26nqjz 183 19 diversity diversity NN cord-336496-ib26nqjz 183 20 . . . cord-336496-ib26nqjz 184 1 Letting let VBG cord-336496-ib26nqjz 184 2 2(3 2(3 NNP cord-336496-ib26nqjz 184 3 D D NNP cord-336496-ib26nqjz 184 4 denote denote VBP cord-336496-ib26nqjz 184 5 a a DT cord-336496-ib26nqjz 184 6 particular particular JJ cord-336496-ib26nqjz 184 7 value value NN cord-336496-ib26nqjz 184 8 of of IN cord-336496-ib26nqjz 184 9 2(3 2(3 NNP cord-336496-ib26nqjz 184 10 , , , cord-336496-ib26nqjz 184 11 the the DT cord-336496-ib26nqjz 184 12 relevant relevant JJ cord-336496-ib26nqjz 184 13 parameter parameter NN cord-336496-ib26nqjz 184 14 of of IN cord-336496-ib26nqjz 184 15 interest interest NN cord-336496-ib26nqjz 184 16 to to IN cord-336496-ib26nqjz 184 17 us -PRON- PRP cord-336496-ib26nqjz 184 18 is be VBZ cord-336496-ib26nqjz 184 19 , , , cord-336496-ib26nqjz 184 20 For for IN cord-336496-ib26nqjz 184 21 the the DT cord-336496-ib26nqjz 184 22 sake sake NN cord-336496-ib26nqjz 184 23 of of IN cord-336496-ib26nqjz 184 24 clarity clarity NN cord-336496-ib26nqjz 184 25 , , , cord-336496-ib26nqjz 184 26 with with IN cord-336496-ib26nqjz 184 27 2(3 2(3 NNP cord-336496-ib26nqjz 184 28 D D NNP cord-336496-ib26nqjz 184 29 set set VBN cord-336496-ib26nqjz 184 30 at at IN cord-336496-ib26nqjz 184 31 the the DT cord-336496-ib26nqjz 184 32 mean mean JJ cord-336496-ib26nqjz 184 33 G G NNP cord-336496-ib26nqjz 184 34 HIJ HIJ NNP cord-336496-ib26nqjz 184 35 , , , cord-336496-ib26nqjz 184 36 parameter parameter NN cord-336496-ib26nqjz 184 37 estimates estimate NNS cord-336496-ib26nqjz 184 38 of of IN cord-336496-ib26nqjz 184 39 E e NN cord-336496-ib26nqjz 184 40 < < XX cord-336496-ib26nqjz 184 41 , , , cord-336496-ib26nqjz 184 42 G G NNP cord-336496-ib26nqjz 184 43 HIJ HIJ NNP cord-336496-ib26nqjz 184 44 = = NFP cord-336496-ib26nqjz 185 1 + + CC cord-336496-ib26nqjz 185 2 , , , cord-336496-ib26nqjz 185 3 + + SYM cord-336496-ib26nqjz 185 4 0 0 CD cord-336496-ib26nqjz 185 5 , , , cord-336496-ib26nqjz 185 6 • • NN cord-336496-ib26nqjz 185 7 G G NNP cord-336496-ib26nqjz 185 8 HIJ HIJ NNP cord-336496-ib26nqjz 185 9 represent represent VBP cord-336496-ib26nqjz 185 10 the the DT cord-336496-ib26nqjz 185 11 average average JJ cord-336496-ib26nqjz 185 12 impact impact NN cord-336496-ib26nqjz 185 13 of of IN cord-336496-ib26nqjz 185 14 a a DT cord-336496-ib26nqjz 185 15 disaster disaster NN cord-336496-ib26nqjz 185 16 in in IN cord-336496-ib26nqjz 185 17 the the DT cord-336496-ib26nqjz 185 18 < < XX cord-336496-ib26nqjz 185 19 K K NNP cord-336496-ib26nqjz 185 20 year year NN cord-336496-ib26nqjz 185 21 following follow VBG cord-336496-ib26nqjz 185 22 a a DT cord-336496-ib26nqjz 185 23 shock shock NN cord-336496-ib26nqjz 185 24 . . . cord-336496-ib26nqjz 186 1 Thus thus RB cord-336496-ib26nqjz 186 2 , , , cord-336496-ib26nqjz 186 3 the the DT cord-336496-ib26nqjz 186 4 interpretation interpretation NN cord-336496-ib26nqjz 186 5 of of IN cord-336496-ib26nqjz 186 6 E e NN cord-336496-ib26nqjz 186 7 < < XX cord-336496-ib26nqjz 186 8 , , , cord-336496-ib26nqjz 186 9 G G NNP cord-336496-ib26nqjz 186 10 HIJ HIJ NNP cord-336496-ib26nqjz 186 11 parallels parallel NNS cord-336496-ib26nqjz 186 12 what what WP cord-336496-ib26nqjz 186 13 is be VBZ cord-336496-ib26nqjz 186 14 typically typically RB cord-336496-ib26nqjz 186 15 reported report VBN cord-336496-ib26nqjz 186 16 in in IN cord-336496-ib26nqjz 186 17 related relate VBN cord-336496-ib26nqjz 186 18 works work NNS cord-336496-ib26nqjz 186 19 focused focus VBD cord-336496-ib26nqjz 186 20 more more RBR cord-336496-ib26nqjz 186 21 exclusively exclusively RB cord-336496-ib26nqjz 186 22 on on IN cord-336496-ib26nqjz 186 23 estimating estimate VBG cord-336496-ib26nqjz 186 24 the the DT cord-336496-ib26nqjz 186 25 average average JJ cord-336496-ib26nqjz 186 26 impact impact NN cord-336496-ib26nqjz 186 27 associated associate VBN cord-336496-ib26nqjz 186 28 with with IN cord-336496-ib26nqjz 186 29 an an DT cord-336496-ib26nqjz 186 30 event event NN cord-336496-ib26nqjz 186 31 . . . cord-336496-ib26nqjz 187 1 In in IN cord-336496-ib26nqjz 187 2 our -PRON- PRP$ cord-336496-ib26nqjz 187 3 empirical empirical JJ cord-336496-ib26nqjz 187 4 work work NN cord-336496-ib26nqjz 187 5 we -PRON- PRP cord-336496-ib26nqjz 187 6 first first RB cord-336496-ib26nqjz 187 7 present present JJ cord-336496-ib26nqjz 187 8 parameter parameter NN cord-336496-ib26nqjz 187 9 estimates estimate NNS cord-336496-ib26nqjz 187 10 of of IN cord-336496-ib26nqjz 187 11 E e NN cord-336496-ib26nqjz 187 12 < < XX cord-336496-ib26nqjz 187 13 , , , cord-336496-ib26nqjz 187 14 2(3 2(3 NNP cord-336496-ib26nqjz 187 15 D D NNP cord-336496-ib26nqjz 187 16 evaluated evaluate VBD cord-336496-ib26nqjz 187 17 across across IN cord-336496-ib26nqjz 187 18 the the DT cord-336496-ib26nqjz 187 19 distribution distribution NN cord-336496-ib26nqjz 187 20 of of IN cord-336496-ib26nqjz 187 21 2(3 2(3 NNP cord-336496-ib26nqjz 187 22 . . . cord-336496-ib26nqjz 188 1 We -PRON- PRP cord-336496-ib26nqjz 188 2 use use VBP cord-336496-ib26nqjz 188 3 the the DT cord-336496-ib26nqjz 188 4 superscript superscript NN cord-336496-ib26nqjz 188 5 " " `` cord-336496-ib26nqjz 188 6 j j NNP cord-336496-ib26nqjz 188 7 " " '' cord-336496-ib26nqjz 188 8 to to TO cord-336496-ib26nqjz 188 9 refer refer VB cord-336496-ib26nqjz 188 10 to to IN cord-336496-ib26nqjz 188 11 the the DT cord-336496-ib26nqjz 188 12 " " `` cord-336496-ib26nqjz 188 13 j j NNP cord-336496-ib26nqjz 188 14 th th XX cord-336496-ib26nqjz 188 15 " " `` cord-336496-ib26nqjz 188 16 percentile percentile NN cord-336496-ib26nqjz 188 17 of of IN cord-336496-ib26nqjz 188 18 2(3 2(3 NNP cord-336496-ib26nqjz 188 19 . . . cord-336496-ib26nqjz 189 1 This this DT cord-336496-ib26nqjz 189 2 approach approach NN cord-336496-ib26nqjz 189 3 also also RB cord-336496-ib26nqjz 189 4 allows allow VBZ cord-336496-ib26nqjz 189 5 us -PRON- PRP cord-336496-ib26nqjz 189 6 to to TO cord-336496-ib26nqjz 189 7 evaluate evaluate VB cord-336496-ib26nqjz 189 8 the the DT cord-336496-ib26nqjz 189 9 economic economic JJ cord-336496-ib26nqjz 189 10 significance significance NN cord-336496-ib26nqjz 189 11 of of IN cord-336496-ib26nqjz 189 12 diversification diversification NN cord-336496-ib26nqjz 189 13 on on IN cord-336496-ib26nqjz 189 14 resiliency resiliency NN cord-336496-ib26nqjz 189 15 by by IN cord-336496-ib26nqjz 189 16 reporting report VBG cord-336496-ib26nqjz 189 17 the the DT cord-336496-ib26nqjz 189 18 magnitude magnitude NN cord-336496-ib26nqjz 189 19 of of IN cord-336496-ib26nqjz 189 20 the the DT cord-336496-ib26nqjz 189 21 estimated estimate VBN cord-336496-ib26nqjz 189 22 impact impact NN cord-336496-ib26nqjz 189 23 of of IN cord-336496-ib26nqjz 189 24 a a DT cord-336496-ib26nqjz 189 25 shock shock NN cord-336496-ib26nqjz 189 26 at at IN cord-336496-ib26nqjz 189 27 different different JJ cord-336496-ib26nqjz 189 28 values value NNS cord-336496-ib26nqjz 189 29 of of IN cord-336496-ib26nqjz 189 30 diversity diversity NN cord-336496-ib26nqjz 189 31 , , , cord-336496-ib26nqjz 189 32 L l NN cord-336496-ib26nqjz 189 33 and and CC cord-336496-ib26nqjz 189 34 L′ l′ VB cord-336496-ib26nqjz 189 35 ( ( -LRB- cord-336496-ib26nqjz 189 36 e.g. e.g. RB cord-336496-ib26nqjz 189 37 E e NN cord-336496-ib26nqjz 189 38 < < XX cord-336496-ib26nqjz 189 39 , , , cord-336496-ib26nqjz 189 40 2(3 2(3 NNP cord-336496-ib26nqjz 189 41 D d NN cord-336496-ib26nqjz 189 42 vs. vs. FW cord-336496-ib26nqjz 189 43 E e NN cord-336496-ib26nqjz 189 44 < < XX cord-336496-ib26nqjz 189 45 , , , cord-336496-ib26nqjz 189 46 2(3 2(3 NNP cord-336496-ib26nqjz 189 47 DN DN NNP cord-336496-ib26nqjz 189 48 ) ) -RRB- cord-336496-ib26nqjz 189 49 . . . cord-336496-ib26nqjz 190 1 We -PRON- PRP cord-336496-ib26nqjz 190 2 formally formally RB cord-336496-ib26nqjz 190 3 test test VBP cord-336496-ib26nqjz 190 4 the the DT cord-336496-ib26nqjz 190 5 hypothesis hypothesis NN cord-336496-ib26nqjz 190 6 that that IN cord-336496-ib26nqjz 190 7 economic economic JJ cord-336496-ib26nqjz 190 8 diversification diversification NN cord-336496-ib26nqjz 190 9 is be VBZ cord-336496-ib26nqjz 190 10 a a DT cord-336496-ib26nqjz 190 11 catalyst catalyst NN cord-336496-ib26nqjz 190 12 for for IN cord-336496-ib26nqjz 190 13 resiliency resiliency NN cord-336496-ib26nqjz 190 14 by by IN cord-336496-ib26nqjz 190 15 examining examine VBG cord-336496-ib26nqjz 190 16 whether whether IN cord-336496-ib26nqjz 190 17 or or CC cord-336496-ib26nqjz 190 18 not not RB cord-336496-ib26nqjz 190 19 the the DT cord-336496-ib26nqjz 190 20 impact impact NN cord-336496-ib26nqjz 190 21 of of IN cord-336496-ib26nqjz 190 22 a a DT cord-336496-ib26nqjz 190 23 disaster disaster NN cord-336496-ib26nqjz 190 24 on on IN cord-336496-ib26nqjz 190 25 home home NN cord-336496-ib26nqjz 190 26 prices price NNS cord-336496-ib26nqjz 190 27 is be VBZ cord-336496-ib26nqjz 190 28 affected affect VBN cord-336496-ib26nqjz 190 29 by by IN cord-336496-ib26nqjz 190 30 changes change NNS cord-336496-ib26nqjz 190 31 in in IN cord-336496-ib26nqjz 190 32 diversity diversity NN cord-336496-ib26nqjz 190 33 . . . cord-336496-ib26nqjz 191 1 More more RBR cord-336496-ib26nqjz 191 2 precisely precisely RB cord-336496-ib26nqjz 191 3 , , , cord-336496-ib26nqjz 191 4 if if IN cord-336496-ib26nqjz 191 5 economic economic JJ cord-336496-ib26nqjz 191 6 diversity diversity NN cord-336496-ib26nqjz 191 7 catalyzes catalyze VBZ cord-336496-ib26nqjz 191 8 price price NN cord-336496-ib26nqjz 191 9 resiliency resiliency NN cord-336496-ib26nqjz 191 10 to to IN cord-336496-ib26nqjz 191 11 disasters disaster NNS cord-336496-ib26nqjz 191 12 then then RB cord-336496-ib26nqjz 191 13 , , , cord-336496-ib26nqjz 191 14 Finally finally RB cord-336496-ib26nqjz 191 15 , , , cord-336496-ib26nqjz 191 16 one one CD cord-336496-ib26nqjz 191 17 of of IN cord-336496-ib26nqjz 191 18 the the DT cord-336496-ib26nqjz 191 19 underlying underlying JJ cord-336496-ib26nqjz 191 20 identifying identify VBG cord-336496-ib26nqjz 191 21 assumptions assumption NNS cord-336496-ib26nqjz 191 22 of of IN cord-336496-ib26nqjz 191 23 our -PRON- PRP$ cord-336496-ib26nqjz 191 24 model model NN cord-336496-ib26nqjz 191 25 is be VBZ cord-336496-ib26nqjz 191 26 that that IN cord-336496-ib26nqjz 191 27 the the DT cord-336496-ib26nqjz 191 28 average average JJ cord-336496-ib26nqjz 191 29 change change NN cord-336496-ib26nqjz 191 30 in in IN cord-336496-ib26nqjz 191 31 home home NN cord-336496-ib26nqjz 191 32 values value NNS cord-336496-ib26nqjz 191 33 across across IN cord-336496-ib26nqjz 191 34 impacted impact VBN cord-336496-ib26nqjz 191 35 MSAs msa NNS cord-336496-ib26nqjz 191 36 would would MD cord-336496-ib26nqjz 191 37 have have VB cord-336496-ib26nqjz 191 38 been be VBN cord-336496-ib26nqjz 191 39 proportional proportional JJ cord-336496-ib26nqjz 191 40 to to IN cord-336496-ib26nqjz 191 41 the the DT cord-336496-ib26nqjz 191 42 average average JJ cord-336496-ib26nqjz 191 43 change change NN cord-336496-ib26nqjz 191 44 in in IN cord-336496-ib26nqjz 191 45 prices price NNS cord-336496-ib26nqjz 191 46 in in IN cord-336496-ib26nqjz 191 47 non non JJ cord-336496-ib26nqjz 191 48 - - JJ cord-336496-ib26nqjz 191 49 impacted impacted JJ cord-336496-ib26nqjz 191 50 MSAs msa NNS cord-336496-ib26nqjz 191 51 in in IN cord-336496-ib26nqjz 191 52 the the DT cord-336496-ib26nqjz 191 53 absence absence NN cord-336496-ib26nqjz 191 54 of of IN cord-336496-ib26nqjz 191 55 treatment treatment NN cord-336496-ib26nqjz 191 56 . . . cord-336496-ib26nqjz 192 1 While while IN cord-336496-ib26nqjz 192 2 we -PRON- PRP cord-336496-ib26nqjz 192 3 can can MD cord-336496-ib26nqjz 192 4 not not RB cord-336496-ib26nqjz 192 5 directly directly RB cord-336496-ib26nqjz 192 6 test test VB cord-336496-ib26nqjz 192 7 whether whether IN cord-336496-ib26nqjz 192 8 or or CC cord-336496-ib26nqjz 192 9 not not RB cord-336496-ib26nqjz 192 10 this this DT cord-336496-ib26nqjz 192 11 assumption assumption NN cord-336496-ib26nqjz 192 12 holds hold VBZ cord-336496-ib26nqjz 192 13 , , , cord-336496-ib26nqjz 192 14 we -PRON- PRP cord-336496-ib26nqjz 192 15 provide provide VBP cord-336496-ib26nqjz 192 16 supporting support VBG cord-336496-ib26nqjz 192 17 evidence evidence NN cord-336496-ib26nqjz 192 18 of of IN cord-336496-ib26nqjz 192 19 parallel parallel JJ cord-336496-ib26nqjz 192 20 trends trend NNS cord-336496-ib26nqjz 192 21 by by IN cord-336496-ib26nqjz 192 22 investigating investigate VBG cord-336496-ib26nqjz 192 23 estimates estimate NNS cord-336496-ib26nqjz 192 24 of of IN cord-336496-ib26nqjz 192 25 E e NN cord-336496-ib26nqjz 192 26 < < XX cord-336496-ib26nqjz 192 27 , , , cord-336496-ib26nqjz 192 28 2(3 2(3 NNP cord-336496-ib26nqjz 192 29 D d NN cord-336496-ib26nqjz 192 30 in in IN cord-336496-ib26nqjz 192 31 the the DT cord-336496-ib26nqjz 192 32 periods period NNS cord-336496-ib26nqjz 192 33 leading lead VBG cord-336496-ib26nqjz 192 34 up up IN cord-336496-ib26nqjz 192 35 to to IN cord-336496-ib26nqjz 192 36 a a DT cord-336496-ib26nqjz 192 37 disaster disaster NN cord-336496-ib26nqjz 192 38 ( ( -LRB- cord-336496-ib26nqjz 192 39 e.g. e.g. RB cord-336496-ib26nqjz 192 40 < < XX cord-336496-ib26nqjz 192 41 < < XX cord-336496-ib26nqjz 192 42 −1 −1 NNP cord-336496-ib26nqjz 192 43 ) ) -RRB- cord-336496-ib26nqjz 192 44 . . . cord-336496-ib26nqjz 193 1 For for IN cord-336496-ib26nqjz 193 2 instance instance NN cord-336496-ib26nqjz 193 3 , , , cord-336496-ib26nqjz 193 4 focusing focus VBG cord-336496-ib26nqjz 193 5 on on IN cord-336496-ib26nqjz 193 6 the the DT cord-336496-ib26nqjz 193 7 5 5 CD cord-336496-ib26nqjz 193 8 th th XX cord-336496-ib26nqjz 193 9 percentile percentile NN cord-336496-ib26nqjz 193 10 of of IN cord-336496-ib26nqjz 193 11 diversity diversity NN cord-336496-ib26nqjz 193 12 , , , cord-336496-ib26nqjz 193 13 model model NN cord-336496-ib26nqjz 193 14 estimates estimate NNS cord-336496-ib26nqjz 193 15 for for IN cord-336496-ib26nqjz 193 16 E E NNP cord-336496-ib26nqjz 193 17 −3 −3 NN cord-336496-ib26nqjz 193 18 , , , cord-336496-ib26nqjz 193 19 2(3 2(3 NNP cord-336496-ib26nqjz 193 20 R r NN cord-336496-ib26nqjz 193 21 and and CC cord-336496-ib26nqjz 193 22 E e NN cord-336496-ib26nqjz 193 23 −2 −2 NN cord-336496-ib26nqjz 194 1 , , , cord-336496-ib26nqjz 194 2 2(3 2(3 NNP cord-336496-ib26nqjz 194 3 R r NN cord-336496-ib26nqjz 194 4 are be VBP cord-336496-ib26nqjz 194 5 small small JJ cord-336496-ib26nqjz 194 6 in in IN cord-336496-ib26nqjz 194 7 magnitude magnitude NN cord-336496-ib26nqjz 194 8 and and CC cord-336496-ib26nqjz 194 9 statistically statistically RB cord-336496-ib26nqjz 194 10 insignificant insignificant JJ cord-336496-ib26nqjz 194 11 . . . cord-336496-ib26nqjz 195 1 Turning turn VBG cord-336496-ib26nqjz 195 2 attention attention NN cord-336496-ib26nqjz 195 3 to to IN cord-336496-ib26nqjz 195 4 columns column NNS cord-336496-ib26nqjz 195 5 2 2 CD cord-336496-ib26nqjz 195 6 through through IN cord-336496-ib26nqjz 195 7 7 7 CD cord-336496-ib26nqjz 195 8 , , , cord-336496-ib26nqjz 195 9 parameter parameter NN cord-336496-ib26nqjz 195 10 estimates estimate NNS cord-336496-ib26nqjz 195 11 for for IN cord-336496-ib26nqjz 195 12 E"−3 e"−3 NN cord-336496-ib26nqjz 195 13 , , , cord-336496-ib26nqjz 195 14 2(3 2(3 NNP cord-336496-ib26nqjz 195 15 D d NN cord-336496-ib26nqjz 195 16 # # NN cord-336496-ib26nqjz 195 17 and and CC cord-336496-ib26nqjz 195 18 E"−2 e"−2 NN cord-336496-ib26nqjz 195 19 , , , cord-336496-ib26nqjz 196 1 2(3 2(3 NNP cord-336496-ib26nqjz 196 2 D d NN cord-336496-ib26nqjz 196 3 # # NN cord-336496-ib26nqjz 196 4 are be VBP cord-336496-ib26nqjz 196 5 also also RB cord-336496-ib26nqjz 196 6 statistically statistically RB cord-336496-ib26nqjz 196 7 insignificant insignificant JJ cord-336496-ib26nqjz 196 8 and and CC cord-336496-ib26nqjz 196 9 close close JJ cord-336496-ib26nqjz 196 10 to to IN cord-336496-ib26nqjz 196 11 zero zero CD cord-336496-ib26nqjz 196 12 in in IN cord-336496-ib26nqjz 196 13 magnitude magnitude NN cord-336496-ib26nqjz 196 14 . . . cord-336496-ib26nqjz 197 1 Independent independent JJ cord-336496-ib26nqjz 197 2 of of IN cord-336496-ib26nqjz 197 3 the the DT cord-336496-ib26nqjz 197 4 level level NN cord-336496-ib26nqjz 197 5 of of IN cord-336496-ib26nqjz 197 6 diversification diversification NN cord-336496-ib26nqjz 197 7 , , , cord-336496-ib26nqjz 197 8 we -PRON- PRP cord-336496-ib26nqjz 197 9 find find VBP cord-336496-ib26nqjz 197 10 no no DT cord-336496-ib26nqjz 197 11 statistical statistical JJ cord-336496-ib26nqjz 197 12 evidence evidence NN cord-336496-ib26nqjz 197 13 suggesting suggest VBG cord-336496-ib26nqjz 197 14 that that IN cord-336496-ib26nqjz 197 15 home home NN cord-336496-ib26nqjz 197 16 price price NN cord-336496-ib26nqjz 197 17 trends trend NNS cord-336496-ib26nqjz 197 18 among among IN cord-336496-ib26nqjz 197 19 impacted impact VBN cord-336496-ib26nqjz 197 20 regions region NNS cord-336496-ib26nqjz 197 21 differ differ VBP cord-336496-ib26nqjz 197 22 from from IN cord-336496-ib26nqjz 197 23 home home NN cord-336496-ib26nqjz 197 24 price price NN cord-336496-ib26nqjz 197 25 trends trend NNS cord-336496-ib26nqjz 197 26 in in IN cord-336496-ib26nqjz 197 27 non non JJ cord-336496-ib26nqjz 197 28 - - JJ cord-336496-ib26nqjz 197 29 impacted impact VBN cord-336496-ib26nqjz 197 30 regions region NNS cord-336496-ib26nqjz 197 31 in in IN cord-336496-ib26nqjz 197 32 the the DT cord-336496-ib26nqjz 197 33 years year NNS cord-336496-ib26nqjz 197 34 leading lead VBG cord-336496-ib26nqjz 197 35 up up IN cord-336496-ib26nqjz 197 36 to to IN cord-336496-ib26nqjz 197 37 a a DT cord-336496-ib26nqjz 197 38 shock shock NN cord-336496-ib26nqjz 197 39 ; ; : cord-336496-ib26nqjz 197 40 an an DT cord-336496-ib26nqjz 197 41 empirical empirical JJ cord-336496-ib26nqjz 197 42 finding finding NN cord-336496-ib26nqjz 197 43 that that WDT cord-336496-ib26nqjz 197 44 lends lend VBZ cord-336496-ib26nqjz 197 45 credence credence NN cord-336496-ib26nqjz 197 46 to to IN cord-336496-ib26nqjz 197 47 the the DT cord-336496-ib26nqjz 197 48 underlying underlying JJ cord-336496-ib26nqjz 197 49 identifying identify VBG cord-336496-ib26nqjz 197 50 assumption assumption NN cord-336496-ib26nqjz 197 51 of of IN cord-336496-ib26nqjz 197 52 the the DT cord-336496-ib26nqjz 197 53 model model NN cord-336496-ib26nqjz 197 54 . . . cord-336496-ib26nqjz 198 1 Next next RB cord-336496-ib26nqjz 198 2 , , , cord-336496-ib26nqjz 198 3 we -PRON- PRP cord-336496-ib26nqjz 198 4 turn turn VBP cord-336496-ib26nqjz 198 5 our -PRON- PRP$ cord-336496-ib26nqjz 198 6 attention attention NN cord-336496-ib26nqjz 198 7 to to IN cord-336496-ib26nqjz 198 8 coefficient coefficient NN cord-336496-ib26nqjz 198 9 estimates estimate NNS cord-336496-ib26nqjz 198 10 of of IN cord-336496-ib26nqjz 198 11 the the DT cord-336496-ib26nqjz 198 12 post post JJ cord-336496-ib26nqjz 198 13 - - JJ cord-336496-ib26nqjz 198 14 disaster disaster JJ cord-336496-ib26nqjz 198 15 treatment treatment NN cord-336496-ib26nqjz 198 16 indicators indicator NNS cord-336496-ib26nqjz 198 17 . . . cord-336496-ib26nqjz 199 1 As as IN cord-336496-ib26nqjz 199 2 indicated indicate VBN cord-336496-ib26nqjz 199 3 in in IN cord-336496-ib26nqjz 199 4 column column NN cord-336496-ib26nqjz 199 5 1 1 CD cord-336496-ib26nqjz 199 6 , , , cord-336496-ib26nqjz 199 7 at at IN cord-336496-ib26nqjz 199 8 the the DT cord-336496-ib26nqjz 199 9 5 5 CD cord-336496-ib26nqjz 199 10 th th XX cord-336496-ib26nqjz 199 11 percentile percentile NN cord-336496-ib26nqjz 199 12 of of IN cord-336496-ib26nqjz 199 13 diversity diversity NN cord-336496-ib26nqjz 199 14 , , , cord-336496-ib26nqjz 199 15 we -PRON- PRP cord-336496-ib26nqjz 199 16 estimate estimate VBP cord-336496-ib26nqjz 199 17 that that IN cord-336496-ib26nqjz 199 18 disasters disaster NNS cord-336496-ib26nqjz 199 19 induced induce VBD cord-336496-ib26nqjz 199 20 a a DT cord-336496-ib26nqjz 199 21 statistically statistically RB cord-336496-ib26nqjz 199 22 significant significant JJ cord-336496-ib26nqjz 199 23 reduction reduction NN cord-336496-ib26nqjz 199 24 in in IN cord-336496-ib26nqjz 199 25 housing housing NN cord-336496-ib26nqjz 199 26 prices price NNS cord-336496-ib26nqjz 199 27 of of IN cord-336496-ib26nqjz 199 28 4.8 4.8 CD cord-336496-ib26nqjz 199 29 % % NN cord-336496-ib26nqjz 199 30 and and CC cord-336496-ib26nqjz 199 31 5.2 5.2 CD cord-336496-ib26nqjz 199 32 % % NN cord-336496-ib26nqjz 199 33 in in IN cord-336496-ib26nqjz 199 34 the the DT cord-336496-ib26nqjz 199 35 first first JJ cord-336496-ib26nqjz 199 36 two two CD cord-336496-ib26nqjz 199 37 years year NNS cord-336496-ib26nqjz 199 38 following follow VBG cord-336496-ib26nqjz 199 39 a a DT cord-336496-ib26nqjz 199 40 shock shock NN cord-336496-ib26nqjz 199 41 , , , cord-336496-ib26nqjz 199 42 respectively respectively RB cord-336496-ib26nqjz 199 43 . . . cord-336496-ib26nqjz 200 1 After after IN cord-336496-ib26nqjz 200 2 two two CD cord-336496-ib26nqjz 200 3 years year NNS cord-336496-ib26nqjz 200 4 , , , cord-336496-ib26nqjz 200 5 we -PRON- PRP cord-336496-ib26nqjz 200 6 do do VBP cord-336496-ib26nqjz 200 7 not not RB cord-336496-ib26nqjz 200 8 detect detect VB cord-336496-ib26nqjz 200 9 a a DT cord-336496-ib26nqjz 200 10 statistically statistically RB cord-336496-ib26nqjz 200 11 significant significant JJ cord-336496-ib26nqjz 200 12 impact impact NN cord-336496-ib26nqjz 200 13 of of IN cord-336496-ib26nqjz 200 14 a a DT cord-336496-ib26nqjz 200 15 disaster disaster NN cord-336496-ib26nqjz 200 16 on on IN cord-336496-ib26nqjz 200 17 housing housing NN cord-336496-ib26nqjz 200 18 prices price NNS cord-336496-ib26nqjz 200 19 , , , cord-336496-ib26nqjz 200 20 which which WDT cord-336496-ib26nqjz 200 21 suggests suggest VBZ cord-336496-ib26nqjz 200 22 that that IN cord-336496-ib26nqjz 200 23 the the DT cord-336496-ib26nqjz 200 24 immediate immediate JJ cord-336496-ib26nqjz 200 25 market market NN cord-336496-ib26nqjz 200 26 impacts impact NNS cord-336496-ib26nqjz 200 27 of of IN cord-336496-ib26nqjz 200 28 a a DT cord-336496-ib26nqjz 200 29 disaster disaster NN cord-336496-ib26nqjz 200 30 are be VBP cord-336496-ib26nqjz 200 31 economically economically RB cord-336496-ib26nqjz 200 32 relevant relevant JJ cord-336496-ib26nqjz 200 33 but but CC cord-336496-ib26nqjz 200 34 nonetheless nonetheless RB cord-336496-ib26nqjz 200 35 transitory transitory JJ cord-336496-ib26nqjz 200 36 . . . cord-336496-ib26nqjz 201 1 Next next RB cord-336496-ib26nqjz 201 2 , , , cord-336496-ib26nqjz 201 3 we -PRON- PRP cord-336496-ib26nqjz 201 4 focus focus VBP cord-336496-ib26nqjz 201 5 our -PRON- PRP$ cord-336496-ib26nqjz 201 6 attention attention NN cord-336496-ib26nqjz 201 7 to to IN cord-336496-ib26nqjz 201 8 parameter parameter NN cord-336496-ib26nqjz 201 9 estimates estimate NNS cord-336496-ib26nqjz 201 10 of of IN cord-336496-ib26nqjz 201 11 E"+1 E"+1 NNP cord-336496-ib26nqjz 201 12 , , , cord-336496-ib26nqjz 201 13 2(3 2(3 NNP cord-336496-ib26nqjz 201 14 D d NN cord-336496-ib26nqjz 201 15 # # NN cord-336496-ib26nqjz 201 16 , , , cord-336496-ib26nqjz 201 17 which which WDT cord-336496-ib26nqjz 201 18 capture capture VBP cord-336496-ib26nqjz 201 19 the the DT cord-336496-ib26nqjz 201 20 immediate immediate JJ cord-336496-ib26nqjz 201 21 , , , cord-336496-ib26nqjz 201 22 first first JJ cord-336496-ib26nqjz 201 23 year year NN cord-336496-ib26nqjz 201 24 impact impact NN cord-336496-ib26nqjz 201 25 of of IN cord-336496-ib26nqjz 201 26 a a DT cord-336496-ib26nqjz 201 27 shock shock NN cord-336496-ib26nqjz 201 28 . . . cord-336496-ib26nqjz 202 1 Table table NN cord-336496-ib26nqjz 202 2 1 1 CD cord-336496-ib26nqjz 202 3 shows show VBZ cord-336496-ib26nqjz 202 4 that that IN cord-336496-ib26nqjz 202 5 as as IN cord-336496-ib26nqjz 202 6 we -PRON- PRP cord-336496-ib26nqjz 202 7 move move VBP cord-336496-ib26nqjz 202 8 from from IN cord-336496-ib26nqjz 202 9 the the DT cord-336496-ib26nqjz 202 10 5 5 CD cord-336496-ib26nqjz 202 11 th th XX cord-336496-ib26nqjz 202 12 to to IN cord-336496-ib26nqjz 202 13 the the DT cord-336496-ib26nqjz 202 14 10 10 CD cord-336496-ib26nqjz 202 15 th th XX cord-336496-ib26nqjz 202 16 percentile percentile NN cord-336496-ib26nqjz 202 17 of of IN cord-336496-ib26nqjz 202 18 diversity diversity NN cord-336496-ib26nqjz 202 19 , , , cord-336496-ib26nqjz 202 20 the the DT cord-336496-ib26nqjz 202 21 first first JJ cord-336496-ib26nqjz 202 22 - - HYPH cord-336496-ib26nqjz 202 23 year year NN cord-336496-ib26nqjz 202 24 impact impact NN cord-336496-ib26nqjz 202 25 of of IN cord-336496-ib26nqjz 202 26 a a DT cord-336496-ib26nqjz 202 27 disaster disaster NN cord-336496-ib26nqjz 202 28 decreases decrease VBZ cord-336496-ib26nqjz 202 29 in in IN cord-336496-ib26nqjz 202 30 magnitude magnitude NN cord-336496-ib26nqjz 202 31 ( ( -LRB- cord-336496-ib26nqjz 202 32 in in IN cord-336496-ib26nqjz 202 33 absolute absolute JJ cord-336496-ib26nqjz 202 34 value value NN cord-336496-ib26nqjz 202 35 ) ) -RRB- cord-336496-ib26nqjz 202 36 from from IN cord-336496-ib26nqjz 202 37 -4.8 -4.8 CD cord-336496-ib26nqjz 202 38 % % NN cord-336496-ib26nqjz 202 39 to to IN cord-336496-ib26nqjz 202 40 -2.8 -2.8 CD cord-336496-ib26nqjz 202 41 % % NN cord-336496-ib26nqjz 202 42 . . . cord-336496-ib26nqjz 203 1 Estimates estimate NNS cord-336496-ib26nqjz 203 2 further further RB cord-336496-ib26nqjz 203 3 decline decline VBP cord-336496-ib26nqjz 203 4 as as IN cord-336496-ib26nqjz 203 5 we -PRON- PRP cord-336496-ib26nqjz 203 6 move move VBP cord-336496-ib26nqjz 203 7 J J NNP cord-336496-ib26nqjz 203 8 o o NN cord-336496-ib26nqjz 203 9 u u NN cord-336496-ib26nqjz 203 10 r r NN cord-336496-ib26nqjz 203 11 n n NN cord-336496-ib26nqjz 203 12 a a DT cord-336496-ib26nqjz 203 13 l l NN cord-336496-ib26nqjz 203 14 P p NN cord-336496-ib26nqjz 203 15 r r NN cord-336496-ib26nqjz 203 16 e e NN cord-336496-ib26nqjz 203 17 -p -p NN cord-336496-ib26nqjz 204 1 r r LS cord-336496-ib26nqjz 204 2 o o NN cord-336496-ib26nqjz 205 1 o o UH cord-336496-ib26nqjz 205 2 f f NNP cord-336496-ib26nqjz 205 3 to to IN cord-336496-ib26nqjz 205 4 the the DT cord-336496-ib26nqjz 205 5 25 25 CD cord-336496-ib26nqjz 205 6 th th XX cord-336496-ib26nqjz 205 7 percentile percentile NN cord-336496-ib26nqjz 205 8 but but CC cord-336496-ib26nqjz 205 9 remain remain VBP cord-336496-ib26nqjz 205 10 statistically statistically RB cord-336496-ib26nqjz 205 11 significant significant JJ cord-336496-ib26nqjz 205 12 . . . cord-336496-ib26nqjz 206 1 At at IN cord-336496-ib26nqjz 206 2 the the DT cord-336496-ib26nqjz 206 3 average average JJ cord-336496-ib26nqjz 206 4 level level NN cord-336496-ib26nqjz 206 5 of of IN cord-336496-ib26nqjz 206 6 diversity diversity NN cord-336496-ib26nqjz 206 7 in in IN cord-336496-ib26nqjz 206 8 the the DT cord-336496-ib26nqjz 206 9 data datum NNS cord-336496-ib26nqjz 206 10 ( ( -LRB- cord-336496-ib26nqjz 206 11 column column NN cord-336496-ib26nqjz 206 12 4 4 CD cord-336496-ib26nqjz 206 13 ) ) -RRB- cord-336496-ib26nqjz 206 14 , , , cord-336496-ib26nqjz 206 15 model model NN cord-336496-ib26nqjz 206 16 estimates estimate NNS cord-336496-ib26nqjz 206 17 indicate indicate VBP cord-336496-ib26nqjz 206 18 a a DT cord-336496-ib26nqjz 206 19 0.8 0.8 CD cord-336496-ib26nqjz 206 20 % % NN cord-336496-ib26nqjz 206 21 reduction reduction NN cord-336496-ib26nqjz 206 22 in in IN cord-336496-ib26nqjz 206 23 home home NN cord-336496-ib26nqjz 206 24 prices price NNS cord-336496-ib26nqjz 206 25 . . . cord-336496-ib26nqjz 207 1 Coefficient coefficient NN cord-336496-ib26nqjz 207 2 estimates estimate NNS cord-336496-ib26nqjz 207 3 reported report VBN cord-336496-ib26nqjz 207 4 in in IN cord-336496-ib26nqjz 207 5 columns column NNS cord-336496-ib26nqjz 207 6 2 2 CD cord-336496-ib26nqjz 207 7 and and CC cord-336496-ib26nqjz 207 8 3 3 CD cord-336496-ib26nqjz 207 9 , , , cord-336496-ib26nqjz 207 10 which which WDT cord-336496-ib26nqjz 207 11 reveal reveal VBP cord-336496-ib26nqjz 207 12 the the DT cord-336496-ib26nqjz 207 13 market market NN cord-336496-ib26nqjz 207 14 impacts impact NNS cord-336496-ib26nqjz 207 15 of of IN cord-336496-ib26nqjz 207 16 a a DT cord-336496-ib26nqjz 207 17 hurricane hurricane NN cord-336496-ib26nqjz 207 18 at at IN cord-336496-ib26nqjz 207 19 the the DT cord-336496-ib26nqjz 207 20 10 10 CD cord-336496-ib26nqjz 207 21 th th XX cord-336496-ib26nqjz 207 22 and and CC cord-336496-ib26nqjz 207 23 25 25 CD cord-336496-ib26nqjz 207 24 th th XX cord-336496-ib26nqjz 207 25 percentiles percentile NNS cord-336496-ib26nqjz 207 26 of of IN cord-336496-ib26nqjz 207 27 diversity diversity NN cord-336496-ib26nqjz 207 28 , , , cord-336496-ib26nqjz 207 29 are be VBP cord-336496-ib26nqjz 207 30 not not RB cord-336496-ib26nqjz 207 31 suggestive suggestive JJ cord-336496-ib26nqjz 207 32 of of IN cord-336496-ib26nqjz 207 33 a a DT cord-336496-ib26nqjz 207 34 statistically statistically RB cord-336496-ib26nqjz 207 35 meaningful meaningful JJ cord-336496-ib26nqjz 207 36 reduction reduction NN cord-336496-ib26nqjz 207 37 in in IN cord-336496-ib26nqjz 207 38 prices price NNS cord-336496-ib26nqjz 207 39 in in IN cord-336496-ib26nqjz 207 40 the the DT cord-336496-ib26nqjz 207 41 second second JJ cord-336496-ib26nqjz 207 42 year year NN cord-336496-ib26nqjz 207 43 following follow VBG cord-336496-ib26nqjz 207 44 a a DT cord-336496-ib26nqjz 207 45 shock shock NN cord-336496-ib26nqjz 207 46 . . . cord-336496-ib26nqjz 208 1 In in IN cord-336496-ib26nqjz 208 2 contrast contrast NN cord-336496-ib26nqjz 208 3 , , , cord-336496-ib26nqjz 208 4 we -PRON- PRP cord-336496-ib26nqjz 208 5 do do VBP cord-336496-ib26nqjz 208 6 estimate estimate VB cord-336496-ib26nqjz 208 7 a a DT cord-336496-ib26nqjz 208 8 statistically statistically RB cord-336496-ib26nqjz 208 9 significant significant JJ cord-336496-ib26nqjz 208 10 price price NN cord-336496-ib26nqjz 208 11 effect effect NN cord-336496-ib26nqjz 208 12 two two CD cord-336496-ib26nqjz 208 13 years year NNS cord-336496-ib26nqjz 208 14 after after IN cord-336496-ib26nqjz 208 15 a a DT cord-336496-ib26nqjz 208 16 shock shock NN cord-336496-ib26nqjz 208 17 when when WRB cord-336496-ib26nqjz 208 18 evaluated evaluate VBN cord-336496-ib26nqjz 208 19 at at IN cord-336496-ib26nqjz 208 20 the the DT cord-336496-ib26nqjz 208 21 5 5 CD cord-336496-ib26nqjz 208 22 th th XX cord-336496-ib26nqjz 208 23 percentile percentile NN cord-336496-ib26nqjz 208 24 of of IN cord-336496-ib26nqjz 208 25 diversity diversity NN cord-336496-ib26nqjz 208 26 . . . cord-336496-ib26nqjz 209 1 We -PRON- PRP cord-336496-ib26nqjz 209 2 visualize visualize VBP cord-336496-ib26nqjz 209 3 these these DT cord-336496-ib26nqjz 209 4 findings finding NNS cord-336496-ib26nqjz 209 5 in in IN cord-336496-ib26nqjz 209 6 Figure figure NN cord-336496-ib26nqjz 209 7 5 5 CD cord-336496-ib26nqjz 209 8 . . . cord-336496-ib26nqjz 210 1 Specifically specifically RB cord-336496-ib26nqjz 210 2 , , , cord-336496-ib26nqjz 210 3 panel panel NN cord-336496-ib26nqjz 210 4 ( ( -LRB- cord-336496-ib26nqjz 210 5 a a LS cord-336496-ib26nqjz 210 6 ) ) -RRB- cord-336496-ib26nqjz 210 7 of of IN cord-336496-ib26nqjz 210 8 Figure figure NN cord-336496-ib26nqjz 210 9 5 5 CD cord-336496-ib26nqjz 210 10 plots plot NNS cord-336496-ib26nqjz 210 11 coefficient coefficient NN cord-336496-ib26nqjz 210 12 estimates estimate NNS cord-336496-ib26nqjz 210 13 on on IN cord-336496-ib26nqjz 210 14 the the DT cord-336496-ib26nqjz 210 15 y y NN cord-336496-ib26nqjz 210 16 - - HYPH cord-336496-ib26nqjz 210 17 axis axis NN cord-336496-ib26nqjz 210 18 against against IN cord-336496-ib26nqjz 210 19 years year NNS cord-336496-ib26nqjz 210 20 since since IN cord-336496-ib26nqjz 210 21 a a DT cord-336496-ib26nqjz 210 22 shock shock NN cord-336496-ib26nqjz 210 23 on on IN cord-336496-ib26nqjz 210 24 the the DT cord-336496-ib26nqjz 210 25 x x NN cord-336496-ib26nqjz 210 26 - - HYPH cord-336496-ib26nqjz 210 27 axis axis NN cord-336496-ib26nqjz 210 28 for for IN cord-336496-ib26nqjz 210 29 non non JJ cord-336496-ib26nqjz 210 30 - - JJ cord-336496-ib26nqjz 210 31 diversified diversified JJ cord-336496-ib26nqjz 210 32 MSAs msa NNS cord-336496-ib26nqjz 210 33 . . . cord-336496-ib26nqjz 211 1 Panel panel NN cord-336496-ib26nqjz 211 2 ( ( -LRB- cord-336496-ib26nqjz 211 3 b b NN cord-336496-ib26nqjz 211 4 ) ) -RRB- cord-336496-ib26nqjz 211 5 plots plot NNS cord-336496-ib26nqjz 211 6 coefficient coefficient NN cord-336496-ib26nqjz 211 7 estimates estimate NNS cord-336496-ib26nqjz 211 8 for for IN cord-336496-ib26nqjz 211 9 the the DT cord-336496-ib26nqjz 211 10 diversified diversified JJ cord-336496-ib26nqjz 211 11 MSAs msa NNS cord-336496-ib26nqjz 211 12 . . . cord-336496-ib26nqjz 212 1 [ [ -LRB- cord-336496-ib26nqjz 212 2 Figure figure NN cord-336496-ib26nqjz 212 3 5 5 CD cord-336496-ib26nqjz 212 4 : : : cord-336496-ib26nqjz 212 5 About about IN cord-336496-ib26nqjz 212 6 Here here RB cord-336496-ib26nqjz 212 7 ] ] -RRB- cord-336496-ib26nqjz 212 8 Note note VB cord-336496-ib26nqjz 212 9 that that IN cord-336496-ib26nqjz 212 10 in in IN cord-336496-ib26nqjz 212 11 the the DT cord-336496-ib26nqjz 212 12 baseline baseline JJ cord-336496-ib26nqjz 212 13 log log NN cord-336496-ib26nqjz 212 14 - - HYPH cord-336496-ib26nqjz 212 15 linear linear JJ cord-336496-ib26nqjz 212 16 specification specification NN cord-336496-ib26nqjz 212 17 described describe VBN cord-336496-ib26nqjz 212 18 in in IN cord-336496-ib26nqjz 212 19 equation equation NN cord-336496-ib26nqjz 212 20 ( ( -LRB- cord-336496-ib26nqjz 212 21 2 2 LS cord-336496-ib26nqjz 212 22 ) ) -RRB- cord-336496-ib26nqjz 212 23 Table Table NNP cord-336496-ib26nqjz 212 24 A2 A2 NNP cord-336496-ib26nqjz 212 25 are be VBP cord-336496-ib26nqjz 212 26 qualitatively qualitatively RB cord-336496-ib26nqjz 212 27 similar similar JJ cord-336496-ib26nqjz 212 28 to to IN cord-336496-ib26nqjz 212 29 the the DT cord-336496-ib26nqjz 212 30 estimates estimate NNS cord-336496-ib26nqjz 212 31 reported report VBN cord-336496-ib26nqjz 212 32 in in IN cord-336496-ib26nqjz 212 33 Table Table NNP cord-336496-ib26nqjz 212 34 1 1 CD cord-336496-ib26nqjz 212 35 . . . cord-336496-ib26nqjz 213 1 We -PRON- PRP cord-336496-ib26nqjz 213 2 also also RB cord-336496-ib26nqjz 213 3 consider consider VBP cord-336496-ib26nqjz 213 4 the the DT cord-336496-ib26nqjz 213 5 following follow VBG cord-336496-ib26nqjz 213 6 variant variant NN cord-336496-ib26nqjz 213 7 of of IN cord-336496-ib26nqjz 213 8 estimating estimate VBG cord-336496-ib26nqjz 213 9 equation equation NN cord-336496-ib26nqjz 213 10 ( ( -LRB- cord-336496-ib26nqjz 213 11 2 2 LS cord-336496-ib26nqjz 213 12 ) ) -RRB- cord-336496-ib26nqjz 213 13 Note note VB cord-336496-ib26nqjz 213 14 , , , cord-336496-ib26nqjz 213 15 we -PRON- PRP cord-336496-ib26nqjz 213 16 superscript superscript VBP cord-336496-ib26nqjz 213 17 all all DT cord-336496-ib26nqjz 213 18 model model NN cord-336496-ib26nqjz 213 19 parameters parameter NNS cord-336496-ib26nqjz 213 20 to to TO cord-336496-ib26nqjz 213 21 indicate indicate VB cord-336496-ib26nqjz 213 22 we -PRON- PRP cord-336496-ib26nqjz 213 23 are be VBP cord-336496-ib26nqjz 213 24 estimating estimate VBG cord-336496-ib26nqjz 213 25 a a DT cord-336496-ib26nqjz 213 26 different different JJ cord-336496-ib26nqjz 213 27 model model NN cord-336496-ib26nqjz 213 28 . . . cord-336496-ib26nqjz 214 1 Given give VBN cord-336496-ib26nqjz 214 2 estimates estimate NNS cord-336496-ib26nqjz 214 3 of of IN cord-336496-ib26nqjz 214 4 equation equation NN cord-336496-ib26nqjz 214 5 ( ( -LRB- cord-336496-ib26nqjz 214 6 5 5 CD cord-336496-ib26nqjz 214 7 ) ) -RRB- cord-336496-ib26nqjz 214 8 , , , cord-336496-ib26nqjz 214 9 the the DT cord-336496-ib26nqjz 214 10 price price NN cord-336496-ib26nqjz 214 11 effect effect NN cord-336496-ib26nqjz 214 12 of of IN cord-336496-ib26nqjz 214 13 a a DT cord-336496-ib26nqjz 214 14 disaster disaster NN cord-336496-ib26nqjz 214 15 < < XX cord-336496-ib26nqjz 214 16 years year NNS cord-336496-ib26nqjz 214 17 after after IN cord-336496-ib26nqjz 214 18 a a DT cord-336496-ib26nqjz 214 19 disaster disaster NN cord-336496-ib26nqjz 214 20 impacts impact VBZ cord-336496-ib26nqjz 214 21 a a DT cord-336496-ib26nqjz 214 22 region region NN cord-336496-ib26nqjz 214 23 expressed express VBN cord-336496-ib26nqjz 214 24 as as IN cord-336496-ib26nqjz 214 25 a a DT cord-336496-ib26nqjz 214 26 function function NN cord-336496-ib26nqjz 214 27 of of IN cord-336496-ib26nqjz 214 28 diversity diversity NN cord-336496-ib26nqjz 214 29 is be VBZ cord-336496-ib26nqjz 214 30 , , , cord-336496-ib26nqjz 214 31 E′ e′ RB cord-336496-ib26nqjz 214 32 < < XX cord-336496-ib26nqjz 214 33 , , , cord-336496-ib26nqjz 214 34 2(3 2(3 NNP cord-336496-ib26nqjz 214 35 = = NFP cord-336496-ib26nqjz 215 1 + + CC cord-336496-ib26nqjz 215 2 ′ ′ CD cord-336496-ib26nqjz 215 3 , , , cord-336496-ib26nqjz 216 1 + + SYM cord-336496-ib26nqjz 216 2 0′ 0′ CD cord-336496-ib26nqjz 216 3 , , , cord-336496-ib26nqjz 216 4 • • XX cord-336496-ib26nqjz 217 1 ln ln NNP cord-336496-ib26nqjz 217 2 2(3 2(3 NNP cord-336496-ib26nqjz 217 3 . . . cord-336496-ib26nqjz 218 1 # # $ cord-336496-ib26nqjz 218 2 6 6 CD cord-336496-ib26nqjz 218 3 Parameter parameter NN cord-336496-ib26nqjz 218 4 estimates estimate NNS cord-336496-ib26nqjz 218 5 of of IN cord-336496-ib26nqjz 218 6 E′ e′ RB cord-336496-ib26nqjz 218 7 < < XX cord-336496-ib26nqjz 218 8 , , , cord-336496-ib26nqjz 218 9 2(3 2(3 NNP cord-336496-ib26nqjz 218 10 which which WDT cord-336496-ib26nqjz 218 11 we -PRON- PRP cord-336496-ib26nqjz 218 12 report report VBP cord-336496-ib26nqjz 218 13 in in IN cord-336496-ib26nqjz 218 14 Table Table NNP cord-336496-ib26nqjz 218 15 A3 A3 NNP cord-336496-ib26nqjz 218 16 are be VBP cord-336496-ib26nqjz 218 17 also also RB cord-336496-ib26nqjz 218 18 qualitatively qualitatively RB cord-336496-ib26nqjz 218 19 J J NNP cord-336496-ib26nqjz 218 20 o o NN cord-336496-ib26nqjz 218 21 u u NN cord-336496-ib26nqjz 218 22 r r NN cord-336496-ib26nqjz 218 23 n n NN cord-336496-ib26nqjz 218 24 a a DT cord-336496-ib26nqjz 218 25 l l NN cord-336496-ib26nqjz 218 26 P p NN cord-336496-ib26nqjz 218 27 r r NN cord-336496-ib26nqjz 218 28 e e NN cord-336496-ib26nqjz 218 29 -p -p NN cord-336496-ib26nqjz 218 30 r r NN cord-336496-ib26nqjz 218 31 o o NN cord-336496-ib26nqjz 218 32 o o NN cord-336496-ib26nqjz 218 33 f f NN cord-336496-ib26nqjz 218 34 similar similar JJ cord-336496-ib26nqjz 218 35 to to TO cord-336496-ib26nqjz 218 36 parameter parameter VB cord-336496-ib26nqjz 218 37 estimates estimate NNS cord-336496-ib26nqjz 218 38 of of IN cord-336496-ib26nqjz 218 39 E e NN cord-336496-ib26nqjz 218 40 < < XX cord-336496-ib26nqjz 218 41 , , , cord-336496-ib26nqjz 218 42 2(3 2(3 NNP cord-336496-ib26nqjz 218 43 in in IN cord-336496-ib26nqjz 218 44 Table Table NNP cord-336496-ib26nqjz 218 45 1 1 CD cord-336496-ib26nqjz 218 46 . . . cord-336496-ib26nqjz 219 1 9 9 CD cord-336496-ib26nqjz 220 1 To to TO cord-336496-ib26nqjz 220 2 summarize summarize VB cord-336496-ib26nqjz 220 3 our -PRON- PRP$ cord-336496-ib26nqjz 220 4 main main JJ cord-336496-ib26nqjz 220 5 findings finding NNS cord-336496-ib26nqjz 220 6 , , , cord-336496-ib26nqjz 220 7 recall recall VBP cord-336496-ib26nqjz 220 8 that that IN cord-336496-ib26nqjz 220 9 the the DT cord-336496-ib26nqjz 220 10 parameter parameter NN cord-336496-ib26nqjz 220 11 E e XX cord-336496-ib26nqjz 220 12 < < XX cord-336496-ib26nqjz 220 13 , , , cord-336496-ib26nqjz 220 14 2(3 2(3 NNP cord-336496-ib26nqjz 220 15 represents represent VBZ cord-336496-ib26nqjz 220 16 the the DT cord-336496-ib26nqjz 220 17 price price NN cord-336496-ib26nqjz 220 18 impact impact NN cord-336496-ib26nqjz 220 19 of of IN cord-336496-ib26nqjz 220 20 a a DT cord-336496-ib26nqjz 220 21 disaster disaster NN cord-336496-ib26nqjz 220 22 in in IN cord-336496-ib26nqjz 220 23 the the DT cord-336496-ib26nqjz 220 24 < < XX cord-336496-ib26nqjz 220 25 K K NNP cord-336496-ib26nqjz 220 26 year year NN cord-336496-ib26nqjz 220 27 after after IN cord-336496-ib26nqjz 220 28 a a DT cord-336496-ib26nqjz 220 29 shock shock NN cord-336496-ib26nqjz 220 30 conditioning condition VBG cord-336496-ib26nqjz 220 31 the the DT cord-336496-ib26nqjz 220 32 level level NN cord-336496-ib26nqjz 220 33 of of IN cord-336496-ib26nqjz 220 34 diversity diversity NN cord-336496-ib26nqjz 220 35 2(3 2(3 CD cord-336496-ib26nqjz 220 36 . . . cord-336496-ib26nqjz 221 1 Estimates estimate NNS cord-336496-ib26nqjz 221 2 of of IN cord-336496-ib26nqjz 221 3 E e NN cord-336496-ib26nqjz 221 4 < < XX cord-336496-ib26nqjz 221 5 , , , cord-336496-ib26nqjz 221 6 2(3 2(3 NNP cord-336496-ib26nqjz 221 7 allow allow VBP cord-336496-ib26nqjz 221 8 us -PRON- PRP cord-336496-ib26nqjz 221 9 to to TO cord-336496-ib26nqjz 221 10 evaluate evaluate VB cord-336496-ib26nqjz 221 11 differences difference NNS cord-336496-ib26nqjz 221 12 in in IN cord-336496-ib26nqjz 221 13 the the DT cord-336496-ib26nqjz 221 14 degree degree NN cord-336496-ib26nqjz 221 15 to to TO cord-336496-ib26nqjz 221 16 which which WDT cord-336496-ib26nqjz 221 17 housing housing NN cord-336496-ib26nqjz 221 18 prices price NNS cord-336496-ib26nqjz 221 19 change change VBP cord-336496-ib26nqjz 221 20 in in IN cord-336496-ib26nqjz 221 21 response response NN cord-336496-ib26nqjz 221 22 to to IN cord-336496-ib26nqjz 221 23 a a DT cord-336496-ib26nqjz 221 24 disaster disaster NN cord-336496-ib26nqjz 221 25 at at IN cord-336496-ib26nqjz 221 26 any any DT cord-336496-ib26nqjz 221 27 point point NN cord-336496-ib26nqjz 221 28 in in IN cord-336496-ib26nqjz 221 29 time time NN cord-336496-ib26nqjz 221 30 and and CC cord-336496-ib26nqjz 221 31 at at IN cord-336496-ib26nqjz 221 32 any any DT cord-336496-ib26nqjz 221 33 level level NN cord-336496-ib26nqjz 221 34 of of IN cord-336496-ib26nqjz 221 35 regional regional JJ cord-336496-ib26nqjz 221 36 diversity diversity NN cord-336496-ib26nqjz 221 37 . . . cord-336496-ib26nqjz 222 1 Model model NN cord-336496-ib26nqjz 222 2 results result NNS cord-336496-ib26nqjz 222 3 reported report VBN cord-336496-ib26nqjz 222 4 in in IN cord-336496-ib26nqjz 222 5 Table Table NNP cord-336496-ib26nqjz 222 6 1 1 CD cord-336496-ib26nqjz 222 7 show show VBP cord-336496-ib26nqjz 222 8 that that IN cord-336496-ib26nqjz 222 9 highly highly RB cord-336496-ib26nqjz 222 10 concentrated concentrated JJ cord-336496-ib26nqjz 222 11 regions region NNS cord-336496-ib26nqjz 222 12 ( ( -LRB- cord-336496-ib26nqjz 222 13 e.g. e.g. IN cord-336496-ib26nqjz 222 14 those those DT cord-336496-ib26nqjz 222 15 lying lie VBG cord-336496-ib26nqjz 222 16 below below IN cord-336496-ib26nqjz 222 17 the the DT cord-336496-ib26nqjz 222 18 25 25 CD cord-336496-ib26nqjz 222 19 th th XX cord-336496-ib26nqjz 222 20 percentile percentile NN cord-336496-ib26nqjz 222 21 of of IN cord-336496-ib26nqjz 222 22 diversity diversity NN cord-336496-ib26nqjz 222 23 ) ) -RRB- cord-336496-ib26nqjz 222 24 experience experience NN cord-336496-ib26nqjz 222 25 negative negative JJ cord-336496-ib26nqjz 222 26 and and CC cord-336496-ib26nqjz 222 27 statistically statistically RB cord-336496-ib26nqjz 222 28 significant significant JJ cord-336496-ib26nqjz 222 29 price price NN cord-336496-ib26nqjz 222 30 declines decline NNS cord-336496-ib26nqjz 222 31 in in IN cord-336496-ib26nqjz 222 32 the the DT cord-336496-ib26nqjz 222 33 first first JJ cord-336496-ib26nqjz 222 34 two two CD cord-336496-ib26nqjz 222 35 years year NNS cord-336496-ib26nqjz 222 36 following follow VBG cord-336496-ib26nqjz 222 37 a a DT cord-336496-ib26nqjz 222 38 shock shock NN cord-336496-ib26nqjz 222 39 . . . cord-336496-ib26nqjz 223 1 However however RB cord-336496-ib26nqjz 223 2 , , , cord-336496-ib26nqjz 223 3 as as IN cord-336496-ib26nqjz 223 4 diversity diversity NN cord-336496-ib26nqjz 223 5 increases increase VBZ cord-336496-ib26nqjz 223 6 , , , cord-336496-ib26nqjz 223 7 these these DT cord-336496-ib26nqjz 223 8 immediate immediate JJ cord-336496-ib26nqjz 223 9 price price NN cord-336496-ib26nqjz 223 10 responses response NNS cord-336496-ib26nqjz 223 11 attenuate attenuate VBP cord-336496-ib26nqjz 223 12 towards towards IN cord-336496-ib26nqjz 223 13 zero zero CD cord-336496-ib26nqjz 223 14 . . . cord-336496-ib26nqjz 224 1 Collectively collectively RB cord-336496-ib26nqjz 224 2 , , , cord-336496-ib26nqjz 224 3 these these DT cord-336496-ib26nqjz 224 4 findings finding NNS cord-336496-ib26nqjz 224 5 indicate indicate VBP cord-336496-ib26nqjz 224 6 that that IN cord-336496-ib26nqjz 224 7 diversification diversification NN cord-336496-ib26nqjz 224 8 attenuates attenuate VBZ cord-336496-ib26nqjz 224 9 both both CC cord-336496-ib26nqjz 224 10 the the DT cord-336496-ib26nqjz 224 11 magnitude magnitude NN cord-336496-ib26nqjz 224 12 and and CC cord-336496-ib26nqjz 224 13 the the DT cord-336496-ib26nqjz 224 14 duration duration NN cord-336496-ib26nqjz 224 15 of of IN cord-336496-ib26nqjz 224 16 the the DT cord-336496-ib26nqjz 224 17 impacts impact NNS cord-336496-ib26nqjz 224 18 of of IN cord-336496-ib26nqjz 224 19 a a DT cord-336496-ib26nqjz 224 20 disaster disaster NN cord-336496-ib26nqjz 224 21 on on IN cord-336496-ib26nqjz 224 22 regional regional JJ cord-336496-ib26nqjz 224 23 housing housing NN cord-336496-ib26nqjz 224 24 values value NNS cord-336496-ib26nqjz 224 25 . . . cord-336496-ib26nqjz 225 1 The the DT cord-336496-ib26nqjz 225 2 empirical empirical JJ cord-336496-ib26nqjz 225 3 findings finding NNS cord-336496-ib26nqjz 225 4 presented present VBN cord-336496-ib26nqjz 225 5 in in IN cord-336496-ib26nqjz 225 6 the the DT cord-336496-ib26nqjz 225 7 preceding precede VBG cord-336496-ib26nqjz 225 8 section section NN cord-336496-ib26nqjz 225 9 lend lend VBP cord-336496-ib26nqjz 225 10 credence credence NN cord-336496-ib26nqjz 225 11 to to IN cord-336496-ib26nqjz 225 12 the the DT cord-336496-ib26nqjz 225 13 resiliency resiliency NN cord-336496-ib26nqjz 225 14 hypothesis hypothesis NN cord-336496-ib26nqjz 225 15 . . . cord-336496-ib26nqjz 226 1 To to IN cord-336496-ib26nqjz 226 2 the the DT cord-336496-ib26nqjz 226 3 extent extent NN cord-336496-ib26nqjz 226 4 that that IN cord-336496-ib26nqjz 226 5 economic economic JJ cord-336496-ib26nqjz 226 6 diversification diversification NN cord-336496-ib26nqjz 226 7 attenuates attenuate VBZ cord-336496-ib26nqjz 226 8 the the DT cord-336496-ib26nqjz 226 9 immediate immediate JJ cord-336496-ib26nqjz 226 10 impact impact NN cord-336496-ib26nqjz 226 11 and and CC cord-336496-ib26nqjz 226 12 the the DT cord-336496-ib26nqjz 226 13 persistence persistence NN cord-336496-ib26nqjz 226 14 of of IN cord-336496-ib26nqjz 226 15 a a DT cord-336496-ib26nqjz 226 16 shock shock NN cord-336496-ib26nqjz 226 17 , , , cord-336496-ib26nqjz 226 18 our -PRON- PRP$ cord-336496-ib26nqjz 226 19 estimates estimate NNS cord-336496-ib26nqjz 226 20 suggest suggest VBP cord-336496-ib26nqjz 226 21 that that IN cord-336496-ib26nqjz 226 22 diversification diversification NN cord-336496-ib26nqjz 226 23 has have VBZ cord-336496-ib26nqjz 226 24 an an DT cord-336496-ib26nqjz 226 25 economically economically RB cord-336496-ib26nqjz 226 26 meaningful meaningful JJ cord-336496-ib26nqjz 226 27 impact impact NN cord-336496-ib26nqjz 226 28 on on IN cord-336496-ib26nqjz 226 29 an an DT cord-336496-ib26nqjz 226 30 MSAs msa NNS cord-336496-ib26nqjz 226 31 level level NN cord-336496-ib26nqjz 226 32 of of IN cord-336496-ib26nqjz 226 33 resiliency resiliency NN cord-336496-ib26nqjz 226 34 . . . cord-336496-ib26nqjz 227 1 Here here RB cord-336496-ib26nqjz 227 2 , , , cord-336496-ib26nqjz 227 3 we -PRON- PRP cord-336496-ib26nqjz 227 4 formally formally RB cord-336496-ib26nqjz 227 5 test test VBP cord-336496-ib26nqjz 227 6 if if IN cord-336496-ib26nqjz 227 7 diversification diversification NN cord-336496-ib26nqjz 227 8 has have VBZ cord-336496-ib26nqjz 227 9 a a DT cord-336496-ib26nqjz 227 10 statistically statistically RB cord-336496-ib26nqjz 227 11 significant significant JJ cord-336496-ib26nqjz 227 12 effect effect NN cord-336496-ib26nqjz 227 13 on on IN cord-336496-ib26nqjz 227 14 resiliency resiliency NN cord-336496-ib26nqjz 227 15 . . . cord-336496-ib26nqjz 228 1 We -PRON- PRP cord-336496-ib26nqjz 228 2 formalize formalize VBP cord-336496-ib26nqjz 228 3 a a DT cord-336496-ib26nqjz 228 4 test test NN cord-336496-ib26nqjz 228 5 of of IN cord-336496-ib26nqjz 228 6 the the DT cord-336496-ib26nqjz 228 7 resiliency resiliency NN cord-336496-ib26nqjz 228 8 hypothesis hypothesis NN cord-336496-ib26nqjz 228 9 by by IN cord-336496-ib26nqjz 228 10 first first RB cord-336496-ib26nqjz 228 11 recalling recall VBG cord-336496-ib26nqjz 228 12 that that IN cord-336496-ib26nqjz 228 13 the the DT cord-336496-ib26nqjz 228 14 estimated estimate VBN cord-336496-ib26nqjz 228 15 price price NN cord-336496-ib26nqjz 228 16 effect effect NN cord-336496-ib26nqjz 228 17 of of IN cord-336496-ib26nqjz 228 18 a a DT cord-336496-ib26nqjz 228 19 disaster disaster NN cord-336496-ib26nqjz 228 20 < < XX cord-336496-ib26nqjz 228 21 years year NNS cord-336496-ib26nqjz 228 22 after after IN cord-336496-ib26nqjz 228 23 a a DT cord-336496-ib26nqjz 228 24 disaster disaster NN cord-336496-ib26nqjz 228 25 hits hit NNS cord-336496-ib26nqjz 228 26 expressed express VBN cord-336496-ib26nqjz 228 27 as as IN cord-336496-ib26nqjz 228 28 a a DT cord-336496-ib26nqjz 228 29 function function NN cord-336496-ib26nqjz 228 30 of of IN cord-336496-ib26nqjz 228 31 diversity diversity NN cord-336496-ib26nqjz 228 32 is be VBZ cord-336496-ib26nqjz 228 33 given give VBN cord-336496-ib26nqjz 228 34 by by IN cord-336496-ib26nqjz 228 35 , , , cord-336496-ib26nqjz 228 36 E E NNP cord-336496-ib26nqjz 228 37 < < XX cord-336496-ib26nqjz 228 38 , , , cord-336496-ib26nqjz 229 1 2(3 2(3 NNP cord-336496-ib26nqjz 229 2 = = SYM cord-336496-ib26nqjz 229 3 + + CC cord-336496-ib26nqjz 229 4 , , , cord-336496-ib26nqjz 229 5 + + SYM cord-336496-ib26nqjz 229 6 0 0 CD cord-336496-ib26nqjz 229 7 , , , cord-336496-ib26nqjz 229 8 • • XX cord-336496-ib26nqjz 230 1 2(3 2(3 NNP cord-336496-ib26nqjz 230 2 . . . cord-336496-ib26nqjz 231 1 # # $ cord-336496-ib26nqjz 231 2 7 7 CD cord-336496-ib26nqjz 231 3 This this DT cord-336496-ib26nqjz 231 4 expression expression NN cord-336496-ib26nqjz 231 5 allows allow VBZ cord-336496-ib26nqjz 231 6 us -PRON- PRP cord-336496-ib26nqjz 231 7 to to TO cord-336496-ib26nqjz 231 8 derive derive VB cord-336496-ib26nqjz 231 9 the the DT cord-336496-ib26nqjz 231 10 direct direct JJ cord-336496-ib26nqjz 231 11 effect effect NN cord-336496-ib26nqjz 231 12 that that IN cord-336496-ib26nqjz 231 13 a a DT cord-336496-ib26nqjz 231 14 unit unit NN cord-336496-ib26nqjz 231 15 increase increase NN cord-336496-ib26nqjz 231 16 in in IN cord-336496-ib26nqjz 231 17 diversity diversity NN cord-336496-ib26nqjz 231 18 has have VBZ cord-336496-ib26nqjz 231 19 on on IN cord-336496-ib26nqjz 231 20 attenuating attenuate VBG cord-336496-ib26nqjz 231 21 home home NN cord-336496-ib26nqjz 231 22 price price NN cord-336496-ib26nqjz 231 23 responses response NNS cord-336496-ib26nqjz 231 24 due due JJ cord-336496-ib26nqjz 231 25 to to IN cord-336496-ib26nqjz 231 26 a a DT cord-336496-ib26nqjz 231 27 disaster disaster NN cord-336496-ib26nqjz 231 28 , , , cord-336496-ib26nqjz 231 29 OE OE NNP cord-336496-ib26nqjz 231 30 < < XX cord-336496-ib26nqjz 231 31 , , , cord-336496-ib26nqjz 231 32 2(3 2(3 NNP cord-336496-ib26nqjz 231 33 O2(3 o2(3 NN cord-336496-ib26nqjz 231 34 = = SYM cord-336496-ib26nqjz 231 35 0 0 CD cord-336496-ib26nqjz 231 36 , , , cord-336496-ib26nqjz 231 37 . . . cord-336496-ib26nqjz 232 1 # # $ cord-336496-ib26nqjz 232 2 8 8 CD cord-336496-ib26nqjz 232 3 Note note VB cord-336496-ib26nqjz 232 4 that that IN cord-336496-ib26nqjz 232 5 2(3 2(3 NNP cord-336496-ib26nqjz 232 6 is be VBZ cord-336496-ib26nqjz 232 7 bounded bound VBN cord-336496-ib26nqjz 232 8 above above RB cord-336496-ib26nqjz 232 9 by by IN cord-336496-ib26nqjz 232 10 one one CD cord-336496-ib26nqjz 232 11 . . . cord-336496-ib26nqjz 233 1 As as IN cord-336496-ib26nqjz 233 2 such such JJ cord-336496-ib26nqjz 233 3 , , , cord-336496-ib26nqjz 233 4 it -PRON- PRP cord-336496-ib26nqjz 233 5 is be VBZ cord-336496-ib26nqjz 233 6 useful useful JJ cord-336496-ib26nqjz 233 7 to to TO cord-336496-ib26nqjz 233 8 consider consider VB cord-336496-ib26nqjz 233 9 estimates estimate NNS cord-336496-ib26nqjz 233 10 of of IN cord-336496-ib26nqjz 233 11 Table table NN cord-336496-ib26nqjz 233 12 2 2 CD cord-336496-ib26nqjz 233 13 reports report VBZ cord-336496-ib26nqjz 233 14 estimates estimate NNS cord-336496-ib26nqjz 233 15 of of IN cord-336496-ib26nqjz 233 16 0 0 CD cord-336496-ib26nqjz 233 17 [ [ -LRB- cord-336496-ib26nqjz 233 18 , , , cord-336496-ib26nqjz 233 19 derived derive VBN cord-336496-ib26nqjz 233 20 from from IN cord-336496-ib26nqjz 233 21 coefficient coefficient NN cord-336496-ib26nqjz 233 22 estimates estimate NNS cord-336496-ib26nqjz 233 23 of of IN cord-336496-ib26nqjz 233 24 equation equation NN cord-336496-ib26nqjz 233 25 ( ( -LRB- cord-336496-ib26nqjz 233 26 2 2 LS cord-336496-ib26nqjz 233 27 ) ) -RRB- cord-336496-ib26nqjz 233 28 as as RB cord-336496-ib26nqjz 233 29 well well RB cord-336496-ib26nqjz 233 30 as as IN cord-336496-ib26nqjz 233 31 p p NN cord-336496-ib26nqjz 233 32 - - HYPH cord-336496-ib26nqjz 233 33 values value NNS cord-336496-ib26nqjz 233 34 associated associate VBN cord-336496-ib26nqjz 233 35 with with IN cord-336496-ib26nqjz 233 36 hypothesis hypothesis NN cord-336496-ib26nqjz 233 37 tests test NNS cord-336496-ib26nqjz 233 38 specified specify VBN cord-336496-ib26nqjz 233 39 in in IN cord-336496-ib26nqjz 233 40 ( ( -LRB- cord-336496-ib26nqjz 233 41 9 9 CD cord-336496-ib26nqjz 233 42 ) ) -RRB- cord-336496-ib26nqjz 233 43 . . . cord-336496-ib26nqjz 234 1 As as IN cord-336496-ib26nqjz 234 2 shown show VBN cord-336496-ib26nqjz 234 3 in in IN cord-336496-ib26nqjz 234 4 Table Table NNP cord-336496-ib26nqjz 234 5 2 2 CD cord-336496-ib26nqjz 234 6 , , , cord-336496-ib26nqjz 234 7 for for IN cord-336496-ib26nqjz 234 8 post post JJ cord-336496-ib26nqjz 234 9 - - JJ cord-336496-ib26nqjz 234 10 treatment treatment JJ cord-336496-ib26nqjz 234 11 time time NN cord-336496-ib26nqjz 234 12 periods period NNS cord-336496-ib26nqjz 234 13 we -PRON- PRP cord-336496-ib26nqjz 234 14 reject reject VBP cord-336496-ib26nqjz 234 15 the the DT cord-336496-ib26nqjz 234 16 null null JJ cord-336496-ib26nqjz 234 17 hypothesis hypothesis NN cord-336496-ib26nqjz 234 18 that that WDT cord-336496-ib26nqjz 234 19 0 0 NFP cord-336496-ib26nqjz 234 20 [ [ -LRB- cord-336496-ib26nqjz 234 21 , , , cord-336496-ib26nqjz 234 22 ≤ ≤ NN cord-336496-ib26nqjz 234 23 0 0 CD cord-336496-ib26nqjz 234 24 in in IN cord-336496-ib26nqjz 234 25 favor favor NN cord-336496-ib26nqjz 234 26 of of IN cord-336496-ib26nqjz 234 27 the the DT cord-336496-ib26nqjz 234 28 alternative alternative JJ cord-336496-ib26nqjz 234 29 hypothesis hypothesis NN cord-336496-ib26nqjz 234 30 that that WDT cord-336496-ib26nqjz 234 31 0 0 NFP cord-336496-ib26nqjz 234 32 [ [ -LRB- cord-336496-ib26nqjz 234 33 , , , cord-336496-ib26nqjz 234 34 > > XX cord-336496-ib26nqjz 234 35 0 0 NFP cord-336496-ib26nqjz 234 36 . . . cord-336496-ib26nqjz 235 1 For for IN cord-336496-ib26nqjz 235 2 the the DT cord-336496-ib26nqjz 235 3 sake sake NN cord-336496-ib26nqjz 235 4 of of IN cord-336496-ib26nqjz 235 5 completeness completeness NN cord-336496-ib26nqjz 235 6 , , , cord-336496-ib26nqjz 235 7 we -PRON- PRP cord-336496-ib26nqjz 235 8 also also RB cord-336496-ib26nqjz 235 9 report report VBP cord-336496-ib26nqjz 235 10 estimates estimate NNS cord-336496-ib26nqjz 235 11 of of IN cord-336496-ib26nqjz 235 12 0 0 CD cord-336496-ib26nqjz 235 13 [ [ -LRB- cord-336496-ib26nqjz 235 14 , , , cord-336496-ib26nqjz 235 15 for for IN cord-336496-ib26nqjz 235 16 each each DT cord-336496-ib26nqjz 235 17 pre pre JJ cord-336496-ib26nqjz 235 18 - - JJ cord-336496-ib26nqjz 235 19 treatment treatment JJ cord-336496-ib26nqjz 235 20 period period NN cord-336496-ib26nqjz 235 21 ( ( -LRB- cord-336496-ib26nqjz 235 22 e.g. e.g. JJ cord-336496-ib26nqjz 235 23 periods period NNS cord-336496-ib26nqjz 235 24 -3 -3 NNP cord-336496-ib26nqjz 235 25 , , , cord-336496-ib26nqjz 235 26 -2 -2 NNP cord-336496-ib26nqjz 235 27 ) ) -RRB- cord-336496-ib26nqjz 235 28 . . . cord-336496-ib26nqjz 236 1 In in IN cord-336496-ib26nqjz 236 2 the the DT cord-336496-ib26nqjz 236 3 absence absence NN cord-336496-ib26nqjz 236 4 of of IN cord-336496-ib26nqjz 236 5 a a DT cord-336496-ib26nqjz 236 6 shock shock NN cord-336496-ib26nqjz 236 7 , , , cord-336496-ib26nqjz 236 8 our -PRON- PRP$ cord-336496-ib26nqjz 236 9 hypothesis hypothesis NN cord-336496-ib26nqjz 236 10 that that IN cord-336496-ib26nqjz 236 11 these these DT cord-336496-ib26nqjz 236 12 estimates estimate NNS cord-336496-ib26nqjz 236 13 should should MD cord-336496-ib26nqjz 236 14 not not RB cord-336496-ib26nqjz 236 15 be be VB cord-336496-ib26nqjz 236 16 statistically statistically RB cord-336496-ib26nqjz 236 17 different different JJ cord-336496-ib26nqjz 236 18 from from IN cord-336496-ib26nqjz 236 19 zero zero CD cord-336496-ib26nqjz 236 20 is be VBZ cord-336496-ib26nqjz 236 21 supported support VBN cord-336496-ib26nqjz 236 22 by by IN cord-336496-ib26nqjz 236 23 the the DT cord-336496-ib26nqjz 236 24 statistical statistical JJ cord-336496-ib26nqjz 236 25 evidence evidence NN cord-336496-ib26nqjz 236 26 in in IN cord-336496-ib26nqjz 236 27 Table Table NNP cord-336496-ib26nqjz 236 28 2 2 CD cord-336496-ib26nqjz 236 29 . . . cord-336496-ib26nqjz 237 1 10 10 CD cord-336496-ib26nqjz 238 1 [ [ -LRB- cord-336496-ib26nqjz 238 2 These these DT cord-336496-ib26nqjz 238 3 findings finding NNS cord-336496-ib26nqjz 238 4 provide provide VBP cord-336496-ib26nqjz 238 5 statistical statistical JJ cord-336496-ib26nqjz 238 6 evidence evidence NN cord-336496-ib26nqjz 238 7 allowing allow VBG cord-336496-ib26nqjz 238 8 us -PRON- PRP cord-336496-ib26nqjz 238 9 to to TO cord-336496-ib26nqjz 238 10 reject reject VB cord-336496-ib26nqjz 238 11 in in IN cord-336496-ib26nqjz 238 12 the the DT cord-336496-ib26nqjz 238 13 null null JJ cord-336496-ib26nqjz 238 14 hypothesis hypothesis NN cord-336496-ib26nqjz 238 15 in in IN cord-336496-ib26nqjz 238 16 favor favor NN cord-336496-ib26nqjz 238 17 of of IN cord-336496-ib26nqjz 238 18 the the DT cord-336496-ib26nqjz 238 19 resiliency resiliency NN cord-336496-ib26nqjz 238 20 hypothesis hypothesis NN cord-336496-ib26nqjz 238 21 . . . cord-336496-ib26nqjz 239 1 Yet yet CC cord-336496-ib26nqjz 239 2 , , , cord-336496-ib26nqjz 239 3 whether whether IN cord-336496-ib26nqjz 239 4 or or CC cord-336496-ib26nqjz 239 5 not not RB cord-336496-ib26nqjz 239 6 these these DT cord-336496-ib26nqjz 239 7 tests test NNS cord-336496-ib26nqjz 239 8 are be VBP cord-336496-ib26nqjz 239 9 valid valid JJ cord-336496-ib26nqjz 239 10 ultimately ultimately RB cord-336496-ib26nqjz 239 11 depends depend VBZ cord-336496-ib26nqjz 239 12 on on IN cord-336496-ib26nqjz 239 13 the the DT cord-336496-ib26nqjz 239 14 underlying underlying JJ cord-336496-ib26nqjz 239 15 identifying identify VBG cord-336496-ib26nqjz 239 16 assumptions assumption NNS cord-336496-ib26nqjz 239 17 of of IN cord-336496-ib26nqjz 239 18 our -PRON- PRP$ cord-336496-ib26nqjz 239 19 empirical empirical JJ cord-336496-ib26nqjz 239 20 model model NN cord-336496-ib26nqjz 239 21 . . . cord-336496-ib26nqjz 240 1 We -PRON- PRP cord-336496-ib26nqjz 240 2 proceed proceed VBP cord-336496-ib26nqjz 240 3 by by IN cord-336496-ib26nqjz 240 4 discussing discuss VBG cord-336496-ib26nqjz 240 5 the the DT cord-336496-ib26nqjz 240 6 potential potential JJ cord-336496-ib26nqjz 240 7 threats threat NNS cord-336496-ib26nqjz 240 8 to to IN cord-336496-ib26nqjz 240 9 the the DT cord-336496-ib26nqjz 240 10 identifying identify VBG cord-336496-ib26nqjz 240 11 assumptions assumption NNS cord-336496-ib26nqjz 240 12 of of IN cord-336496-ib26nqjz 240 13 our -PRON- PRP$ cord-336496-ib26nqjz 240 14 modeling modeling NN cord-336496-ib26nqjz 240 15 exercise exercise NN cord-336496-ib26nqjz 240 16 . . . cord-336496-ib26nqjz 241 1 In in IN cord-336496-ib26nqjz 241 2 this this DT cord-336496-ib26nqjz 241 3 section section NN cord-336496-ib26nqjz 241 4 , , , cord-336496-ib26nqjz 241 5 we -PRON- PRP cord-336496-ib26nqjz 241 6 elaborate elaborate VBP cord-336496-ib26nqjz 241 7 in in IN cord-336496-ib26nqjz 241 8 more more JJR cord-336496-ib26nqjz 241 9 detail detail NN cord-336496-ib26nqjz 242 1 the the DT cord-336496-ib26nqjz 242 2 underlying underlie VBG cord-336496-ib26nqjz 242 3 identifying identify VBG cord-336496-ib26nqjz 242 4 assumptions assumption NNS cord-336496-ib26nqjz 242 5 of of IN cord-336496-ib26nqjz 242 6 our -PRON- PRP$ cord-336496-ib26nqjz 242 7 main main JJ cord-336496-ib26nqjz 242 8 empirical empirical JJ cord-336496-ib26nqjz 242 9 model model NN cord-336496-ib26nqjz 242 10 along along IN cord-336496-ib26nqjz 242 11 with with IN cord-336496-ib26nqjz 242 12 a a DT cord-336496-ib26nqjz 242 13 series series NN cord-336496-ib26nqjz 242 14 of of IN cord-336496-ib26nqjz 242 15 robustness robustness NN cord-336496-ib26nqjz 242 16 checks check NNS cord-336496-ib26nqjz 242 17 . . . cord-336496-ib26nqjz 243 1 We -PRON- PRP cord-336496-ib26nqjz 243 2 also also RB cord-336496-ib26nqjz 243 3 investigate investigate VBP cord-336496-ib26nqjz 243 4 whether whether IN cord-336496-ib26nqjz 243 5 or or CC cord-336496-ib26nqjz 243 6 not not RB cord-336496-ib26nqjz 243 7 migration migration NN cord-336496-ib26nqjz 243 8 is be VBZ cord-336496-ib26nqjz 243 9 a a DT cord-336496-ib26nqjz 243 10 potential potential JJ cord-336496-ib26nqjz 243 11 mechanism mechanism NN cord-336496-ib26nqjz 243 12 driving drive VBG cord-336496-ib26nqjz 243 13 our -PRON- PRP$ cord-336496-ib26nqjz 243 14 results result NNS cord-336496-ib26nqjz 243 15 . . . cord-336496-ib26nqjz 244 1 10 10 CD cord-336496-ib26nqjz 245 1 For for IN cord-336496-ib26nqjz 245 2 robustness robustness NN cord-336496-ib26nqjz 245 3 , , , cord-336496-ib26nqjz 245 4 we -PRON- PRP cord-336496-ib26nqjz 245 5 also also RB cord-336496-ib26nqjz 245 6 tested test VBD cord-336496-ib26nqjz 245 7 the the DT cord-336496-ib26nqjz 245 8 sensitivity sensitivity NN cord-336496-ib26nqjz 245 9 of of IN cord-336496-ib26nqjz 245 10 our -PRON- PRP$ cord-336496-ib26nqjz 245 11 model model NN cord-336496-ib26nqjz 245 12 estimates estimate NNS cord-336496-ib26nqjz 245 13 to to IN cord-336496-ib26nqjz 245 14 the the DT cord-336496-ib26nqjz 245 15 exclusion exclusion NN cord-336496-ib26nqjz 245 16 of of IN cord-336496-ib26nqjz 245 17 larger large JJR cord-336496-ib26nqjz 245 18 known know VBN cord-336496-ib26nqjz 245 19 disasters disaster NNS cord-336496-ib26nqjz 245 20 . . . cord-336496-ib26nqjz 246 1 To to TO cord-336496-ib26nqjz 246 2 do do VB cord-336496-ib26nqjz 246 3 this this DT cord-336496-ib26nqjz 246 4 , , , cord-336496-ib26nqjz 246 5 we -PRON- PRP cord-336496-ib26nqjz 246 6 leveraged leverage VBD cord-336496-ib26nqjz 246 7 the the DT cord-336496-ib26nqjz 246 8 Housing Housing NNP cord-336496-ib26nqjz 246 9 Assistance Assistance NNP cord-336496-ib26nqjz 246 10 Dataset Dataset NNP cord-336496-ib26nqjz 246 11 published publish VBN cord-336496-ib26nqjz 246 12 by by IN cord-336496-ib26nqjz 246 13 FEMA FEMA NNP cord-336496-ib26nqjz 246 14 ( ( -LRB- cord-336496-ib26nqjz 246 15 https://www.fema.gov/medialibrary/assets/documents/34758 https://www.fema.gov/medialibrary/assets/documents/34758 NN cord-336496-ib26nqjz 246 16 ) ) -RRB- cord-336496-ib26nqjz 246 17 . . . cord-336496-ib26nqjz 247 1 For for IN cord-336496-ib26nqjz 247 2 each each DT cord-336496-ib26nqjz 247 3 disaster disaster NN cord-336496-ib26nqjz 247 4 , , , cord-336496-ib26nqjz 247 5 the the DT cord-336496-ib26nqjz 247 6 data data NN cord-336496-ib26nqjz 247 7 document document NN cord-336496-ib26nqjz 247 8 the the DT cord-336496-ib26nqjz 247 9 total total JJ cord-336496-ib26nqjz 247 10 number number NN cord-336496-ib26nqjz 247 11 of of IN cord-336496-ib26nqjz 247 12 FEMA FEMA NNP cord-336496-ib26nqjz 247 13 applicants applicant NNS cord-336496-ib26nqjz 247 14 ( ( -LRB- cord-336496-ib26nqjz 247 15 e.g. e.g. IN cord-336496-ib26nqjz 247 16 homeowners homeowner NNS cord-336496-ib26nqjz 247 17 ) ) -RRB- cord-336496-ib26nqjz 247 18 who who WP cord-336496-ib26nqjz 247 19 received receive VBD cord-336496-ib26nqjz 247 20 an an DT cord-336496-ib26nqjz 247 21 inspection inspection NN cord-336496-ib26nqjz 247 22 following follow VBG cord-336496-ib26nqjz 247 23 a a DT cord-336496-ib26nqjz 247 24 major major JJ cord-336496-ib26nqjz 247 25 presidential presidential JJ cord-336496-ib26nqjz 247 26 disaster disaster NN cord-336496-ib26nqjz 247 27 declaration declaration NN cord-336496-ib26nqjz 247 28 . . . cord-336496-ib26nqjz 248 1 Again again RB cord-336496-ib26nqjz 248 2 , , , cord-336496-ib26nqjz 248 3 these these DT cord-336496-ib26nqjz 248 4 inspections inspection NNS cord-336496-ib26nqjz 248 5 are be VBP cord-336496-ib26nqjz 248 6 required require VBN cord-336496-ib26nqjz 248 7 to to TO cord-336496-ib26nqjz 248 8 qualify qualify VB cord-336496-ib26nqjz 248 9 for for IN cord-336496-ib26nqjz 248 10 assistance assistance NN cord-336496-ib26nqjz 248 11 options option NNS cord-336496-ib26nqjz 248 12 . . . cord-336496-ib26nqjz 249 1 The the DT cord-336496-ib26nqjz 249 2 data datum NNS cord-336496-ib26nqjz 249 3 also also RB cord-336496-ib26nqjz 249 4 record record VBP cord-336496-ib26nqjz 249 5 the the DT cord-336496-ib26nqjz 249 6 total total JJ cord-336496-ib26nqjz 249 7 number number NN cord-336496-ib26nqjz 249 8 of of IN cord-336496-ib26nqjz 249 9 applications application NNS cord-336496-ib26nqjz 249 10 who who WP cord-336496-ib26nqjz 249 11 received receive VBD cord-336496-ib26nqjz 249 12 an an DT cord-336496-ib26nqjz 249 13 inspection inspection NN cord-336496-ib26nqjz 249 14 but but CC cord-336496-ib26nqjz 249 15 had have VBD cord-336496-ib26nqjz 249 16 no no DT cord-336496-ib26nqjz 249 17 damage damage NN cord-336496-ib26nqjz 249 18 recorded record VBN cord-336496-ib26nqjz 249 19 by by IN cord-336496-ib26nqjz 249 20 the the DT cord-336496-ib26nqjz 249 21 inspector inspector NN cord-336496-ib26nqjz 249 22 . . . cord-336496-ib26nqjz 250 1 We -PRON- PRP cord-336496-ib26nqjz 250 2 use use VBP cord-336496-ib26nqjz 250 3 both both DT cord-336496-ib26nqjz 250 4 variables variable NNS cord-336496-ib26nqjz 250 5 to to TO cord-336496-ib26nqjz 250 6 compute compute VB cord-336496-ib26nqjz 250 7 the the DT cord-336496-ib26nqjz 250 8 number number NN cord-336496-ib26nqjz 250 9 of of IN cord-336496-ib26nqjz 250 10 homes home NNS cord-336496-ib26nqjz 250 11 that that WDT cord-336496-ib26nqjz 250 12 were be VBD cord-336496-ib26nqjz 250 13 ( ( -LRB- cord-336496-ib26nqjz 250 14 a a LS cord-336496-ib26nqjz 250 15 ) ) -RRB- cord-336496-ib26nqjz 250 16 inspected inspect VBN cord-336496-ib26nqjz 250 17 and and CC cord-336496-ib26nqjz 250 18 ( ( -LRB- cord-336496-ib26nqjz 250 19 b b NN cord-336496-ib26nqjz 250 20 ) ) -RRB- cord-336496-ib26nqjz 250 21 determined determine VBN cord-336496-ib26nqjz 250 22 to to TO cord-336496-ib26nqjz 250 23 be be VB cord-336496-ib26nqjz 250 24 damaged damage VBN cord-336496-ib26nqjz 250 25 by by IN cord-336496-ib26nqjz 250 26 each each DT cord-336496-ib26nqjz 250 27 disaster disaster NN cord-336496-ib26nqjz 250 28 . . . cord-336496-ib26nqjz 251 1 We -PRON- PRP cord-336496-ib26nqjz 251 2 then then RB cord-336496-ib26nqjz 251 3 flagged flag VBD cord-336496-ib26nqjz 251 4 outliers outlier NNS cord-336496-ib26nqjz 251 5 by by IN cord-336496-ib26nqjz 251 6 identifying identify VBG cord-336496-ib26nqjz 251 7 disasters disaster NNS cord-336496-ib26nqjz 251 8 that that WDT cord-336496-ib26nqjz 251 9 fell fall VBD cord-336496-ib26nqjz 251 10 above above IN cord-336496-ib26nqjz 251 11 the the DT cord-336496-ib26nqjz 251 12 95th 95th JJ cord-336496-ib26nqjz 251 13 percentile percentile NN cord-336496-ib26nqjz 251 14 with with IN cord-336496-ib26nqjz 251 15 respect respect NN cord-336496-ib26nqjz 251 16 to to IN cord-336496-ib26nqjz 251 17 the the DT cord-336496-ib26nqjz 251 18 number number NN cord-336496-ib26nqjz 251 19 of of IN cord-336496-ib26nqjz 251 20 homes home NNS cord-336496-ib26nqjz 251 21 inspected inspect VBN cord-336496-ib26nqjz 251 22 and and CC cord-336496-ib26nqjz 251 23 determined determine VBN cord-336496-ib26nqjz 251 24 to to TO cord-336496-ib26nqjz 251 25 be be VB cord-336496-ib26nqjz 251 26 damaged damage VBN cord-336496-ib26nqjz 251 27 by by IN cord-336496-ib26nqjz 251 28 each each DT cord-336496-ib26nqjz 251 29 disaster disaster NN cord-336496-ib26nqjz 251 30 and and CC cord-336496-ib26nqjz 251 31 obtained obtain VBD cord-336496-ib26nqjz 251 32 estimates estimate NNS cord-336496-ib26nqjz 251 33 of of IN cord-336496-ib26nqjz 251 34 0 0 CD cord-336496-ib26nqjz 251 35 [ [ -LRB- cord-336496-ib26nqjz 251 36 , , , cord-336496-ib26nqjz 251 37 after after IN cord-336496-ib26nqjz 251 38 excluding exclude VBG cord-336496-ib26nqjz 251 39 this this DT cord-336496-ib26nqjz 251 40 set set NN cord-336496-ib26nqjz 251 41 of of IN cord-336496-ib26nqjz 251 42 flagged flag VBN cord-336496-ib26nqjz 251 43 disasters disaster NNS cord-336496-ib26nqjz 251 44 ; ; : cord-336496-ib26nqjz 251 45 our -PRON- PRP$ cord-336496-ib26nqjz 251 46 model model NN cord-336496-ib26nqjz 251 47 results result NNS cord-336496-ib26nqjz 251 48 are be VBP cord-336496-ib26nqjz 251 49 qualitatively qualitatively RB cord-336496-ib26nqjz 251 50 unaffected unaffected JJ cord-336496-ib26nqjz 251 51 by by IN cord-336496-ib26nqjz 251 52 this this DT cord-336496-ib26nqjz 251 53 data datum NNS cord-336496-ib26nqjz 251 54 restriction restriction NN cord-336496-ib26nqjz 251 55 . . . cord-336496-ib26nqjz 252 1 A a DT cord-336496-ib26nqjz 252 2 key key JJ cord-336496-ib26nqjz 252 3 identifying identify VBG cord-336496-ib26nqjz 252 4 assumption assumption NN cord-336496-ib26nqjz 252 5 of of IN cord-336496-ib26nqjz 252 6 our -PRON- PRP$ cord-336496-ib26nqjz 252 7 empirical empirical JJ cord-336496-ib26nqjz 252 8 model model NN cord-336496-ib26nqjz 252 9 is be VBZ cord-336496-ib26nqjz 252 10 that that DT cord-336496-ib26nqjz 252 11 conditional conditional JJ cord-336496-ib26nqjz 252 12 on on IN cord-336496-ib26nqjz 252 13 MSA MSA NNP cord-336496-ib26nqjz 252 14 and and CC cord-336496-ib26nqjz 252 15 time time NN cord-336496-ib26nqjz 252 16 fixed fix VBN cord-336496-ib26nqjz 252 17 effects effect NNS cord-336496-ib26nqjz 252 18 , , , cord-336496-ib26nqjz 252 19 the the DT cord-336496-ib26nqjz 252 20 shocks shock NNS cord-336496-ib26nqjz 252 21 we -PRON- PRP cord-336496-ib26nqjz 252 22 introduce introduce VBP cord-336496-ib26nqjz 252 23 to to IN cord-336496-ib26nqjz 252 24 regional regional JJ cord-336496-ib26nqjz 252 25 economies economy NNS cord-336496-ib26nqjz 252 26 appear appear VBP cord-336496-ib26nqjz 252 27 random random JJ cord-336496-ib26nqjz 252 28 . . . cord-336496-ib26nqjz 253 1 This this DT cord-336496-ib26nqjz 253 2 assumption assumption NN cord-336496-ib26nqjz 253 3 can can MD cord-336496-ib26nqjz 253 4 not not RB cord-336496-ib26nqjz 253 5 be be VB cord-336496-ib26nqjz 253 6 explicitly explicitly RB cord-336496-ib26nqjz 253 7 tested test VBN cord-336496-ib26nqjz 253 8 . . . cord-336496-ib26nqjz 254 1 Instead instead RB cord-336496-ib26nqjz 254 2 , , , cord-336496-ib26nqjz 254 3 we -PRON- PRP cord-336496-ib26nqjz 254 4 rely rely VBP cord-336496-ib26nqjz 254 5 on on IN cord-336496-ib26nqjz 254 6 the the DT cord-336496-ib26nqjz 254 7 conditionally conditionally RB cord-336496-ib26nqjz 254 8 random random JJ cord-336496-ib26nqjz 254 9 nature nature NN cord-336496-ib26nqjz 254 10 of of IN cord-336496-ib26nqjz 254 11 a a DT cord-336496-ib26nqjz 254 12 natural natural JJ cord-336496-ib26nqjz 254 13 disaster disaster NN cord-336496-ib26nqjz 254 14 as as IN cord-336496-ib26nqjz 254 15 one one CD cord-336496-ib26nqjz 254 16 piece piece NN cord-336496-ib26nqjz 254 17 of of IN cord-336496-ib26nqjz 254 18 supporting support VBG cord-336496-ib26nqjz 254 19 evidence evidence NN cord-336496-ib26nqjz 254 20 Another another DT cord-336496-ib26nqjz 254 21 identifying identify VBG cord-336496-ib26nqjz 254 22 assumption assumption NN cord-336496-ib26nqjz 254 23 of of IN cord-336496-ib26nqjz 254 24 our -PRON- PRP$ cord-336496-ib26nqjz 254 25 empirical empirical JJ cord-336496-ib26nqjz 254 26 model model NN cord-336496-ib26nqjz 254 27 is be VBZ cord-336496-ib26nqjz 254 28 that that IN cord-336496-ib26nqjz 254 29 non non JJ cord-336496-ib26nqjz 254 30 - - JJ cord-336496-ib26nqjz 254 31 impacted impacted JJ cord-336496-ib26nqjz 254 32 MSAs msa NNS cord-336496-ib26nqjz 254 33 serve serve VBP cord-336496-ib26nqjz 254 34 as as IN cord-336496-ib26nqjz 254 35 valid valid JJ cord-336496-ib26nqjz 254 36 control control NN cord-336496-ib26nqjz 254 37 groups group NNS cord-336496-ib26nqjz 254 38 for for IN cord-336496-ib26nqjz 254 39 impacted impact VBN cord-336496-ib26nqjz 254 40 MSAs msa NNS cord-336496-ib26nqjz 254 41 . . . cord-336496-ib26nqjz 255 1 That that RB cord-336496-ib26nqjz 255 2 is is RB cord-336496-ib26nqjz 255 3 , , , cord-336496-ib26nqjz 255 4 to to TO cord-336496-ib26nqjz 255 5 interpret interpret VB cord-336496-ib26nqjz 255 6 our -PRON- PRP$ cord-336496-ib26nqjz 255 7 estimates estimate NNS cord-336496-ib26nqjz 255 8 as as IN cord-336496-ib26nqjz 255 9 causal causal JJ cord-336496-ib26nqjz 255 10 requires require VBZ cord-336496-ib26nqjz 255 11 one one PRP cord-336496-ib26nqjz 255 12 to to TO cord-336496-ib26nqjz 255 13 assume assume VB cord-336496-ib26nqjz 255 14 that that IN cord-336496-ib26nqjz 255 15 price price NN cord-336496-ib26nqjz 255 16 trends trend NNS cord-336496-ib26nqjz 255 17 in in IN cord-336496-ib26nqjz 255 18 impacted impact VBN cord-336496-ib26nqjz 255 19 MSAs msa NNS cord-336496-ib26nqjz 255 20 would would MD cord-336496-ib26nqjz 255 21 have have VB cord-336496-ib26nqjz 255 22 been be VBN cord-336496-ib26nqjz 255 23 proportional proportional JJ cord-336496-ib26nqjz 255 24 to to TO cord-336496-ib26nqjz 255 25 price price NN cord-336496-ib26nqjz 255 26 trends trend NNS cord-336496-ib26nqjz 255 27 in in IN cord-336496-ib26nqjz 255 28 non non JJ cord-336496-ib26nqjz 255 29 - - JJ cord-336496-ib26nqjz 255 30 impacted impacted JJ cord-336496-ib26nqjz 255 31 MSAs msa NNS cord-336496-ib26nqjz 255 32 in in IN cord-336496-ib26nqjz 255 33 the the DT cord-336496-ib26nqjz 255 34 absence absence NN cord-336496-ib26nqjz 255 35 of of IN cord-336496-ib26nqjz 255 36 treatment treatment NN cord-336496-ib26nqjz 255 37 . . . cord-336496-ib26nqjz 256 1 While while IN cord-336496-ib26nqjz 256 2 this this DT cord-336496-ib26nqjz 256 3 assumption assumption NN cord-336496-ib26nqjz 256 4 can can MD cord-336496-ib26nqjz 256 5 not not RB cord-336496-ib26nqjz 256 6 be be VB cord-336496-ib26nqjz 256 7 explicitly explicitly RB cord-336496-ib26nqjz 256 8 tested test VBN cord-336496-ib26nqjz 256 9 , , , cord-336496-ib26nqjz 256 10 our -PRON- PRP$ cord-336496-ib26nqjz 256 11 empirical empirical JJ cord-336496-ib26nqjz 256 12 findings finding NNS cord-336496-ib26nqjz 256 13 in in IN cord-336496-ib26nqjz 256 14 section section NN cord-336496-ib26nqjz 256 15 ( ( -LRB- cord-336496-ib26nqjz 256 16 5 5 LS cord-336496-ib26nqjz 256 17 ) ) -RRB- cord-336496-ib26nqjz 256 18 provide provide VB cord-336496-ib26nqjz 256 19 evidence evidence NN cord-336496-ib26nqjz 256 20 supporting support VBG cord-336496-ib26nqjz 256 21 it -PRON- PRP cord-336496-ib26nqjz 256 22 . . . cord-336496-ib26nqjz 257 1 More More JJR cord-336496-ib26nqjz 257 2 specifically specifically RB cord-336496-ib26nqjz 257 3 , , , cord-336496-ib26nqjz 257 4 model model NN cord-336496-ib26nqjz 257 5 estimates estimate NNS cord-336496-ib26nqjz 257 6 of of IN cord-336496-ib26nqjz 257 7 equation equation NN cord-336496-ib26nqjz 257 8 ( ( -LRB- cord-336496-ib26nqjz 257 9 2 2 CD cord-336496-ib26nqjz 257 10 ) ) -RRB- cord-336496-ib26nqjz 257 11 reported report VBN cord-336496-ib26nqjz 257 12 in in IN cord-336496-ib26nqjz 257 13 Table Table NNP cord-336496-ib26nqjz 257 14 1 1 CD cord-336496-ib26nqjz 257 15 demonstrate demonstrate VBP cord-336496-ib26nqjz 257 16 that that IN cord-336496-ib26nqjz 257 17 in in IN cord-336496-ib26nqjz 257 18 the the DT cord-336496-ib26nqjz 257 19 period period NN cord-336496-ib26nqjz 257 20 of of IN cord-336496-ib26nqjz 257 21 time time NN cord-336496-ib26nqjz 257 22 leading lead VBG cord-336496-ib26nqjz 257 23 up up IN cord-336496-ib26nqjz 257 24 to to IN cord-336496-ib26nqjz 257 25 a a DT cord-336496-ib26nqjz 257 26 shock shock NN cord-336496-ib26nqjz 257 27 , , , cord-336496-ib26nqjz 257 28 there there EX cord-336496-ib26nqjz 257 29 does do VBZ cord-336496-ib26nqjz 257 30 not not RB cord-336496-ib26nqjz 257 31 exist exist VB cord-336496-ib26nqjz 257 32 economically economically RB cord-336496-ib26nqjz 257 33 or or CC cord-336496-ib26nqjz 257 34 statistically statistically RB cord-336496-ib26nqjz 257 35 meaningful meaningful JJ cord-336496-ib26nqjz 257 36 differences difference NNS cord-336496-ib26nqjz 257 37 in in IN cord-336496-ib26nqjz 257 38 pre pre JJ cord-336496-ib26nqjz 257 39 - - JJ cord-336496-ib26nqjz 257 40 treatment treatment JJ cord-336496-ib26nqjz 257 41 price price NN cord-336496-ib26nqjz 257 42 trends trend NNS cord-336496-ib26nqjz 257 43 between between IN cord-336496-ib26nqjz 257 44 impacted impact VBN cord-336496-ib26nqjz 257 45 and and CC cord-336496-ib26nqjz 257 46 non non JJ cord-336496-ib26nqjz 257 47 - - JJ cord-336496-ib26nqjz 257 48 impacted impact VBN cord-336496-ib26nqjz 257 49 regions region NNS cord-336496-ib26nqjz 257 50 . . . cord-336496-ib26nqjz 258 1 We -PRON- PRP cord-336496-ib26nqjz 258 2 highlight highlight VBP cord-336496-ib26nqjz 258 3 that that IN cord-336496-ib26nqjz 258 4 economic economic JJ cord-336496-ib26nqjz 258 5 diversification diversification NN cord-336496-ib26nqjz 258 6 ( ( -LRB- cord-336496-ib26nqjz 258 7 2(3 2(3 NNP cord-336496-ib26nqjz 258 8 ) ) -RRB- cord-336496-ib26nqjz 258 9 appears appear VBZ cord-336496-ib26nqjz 258 10 in in IN cord-336496-ib26nqjz 258 11 our -PRON- PRP$ cord-336496-ib26nqjz 258 12 empirical empirical JJ cord-336496-ib26nqjz 258 13 specification specification NN cord-336496-ib26nqjz 258 14 both both DT cord-336496-ib26nqjz 258 15 by by IN cord-336496-ib26nqjz 258 16 itself -PRON- PRP cord-336496-ib26nqjz 258 17 and and CC cord-336496-ib26nqjz 258 18 interacted interact VBD cord-336496-ib26nqjz 258 19 with with IN cord-336496-ib26nqjz 258 20 a a DT cord-336496-ib26nqjz 258 21 suite suite NN cord-336496-ib26nqjz 258 22 of of IN cord-336496-ib26nqjz 258 23 disaster disaster NN cord-336496-ib26nqjz 258 24 indicators indicator NNS cord-336496-ib26nqjz 258 25 , , , cord-336496-ib26nqjz 258 26 2(3 2(3 NNP cord-336496-ib26nqjz 258 27 × × NNP cord-336496-ib26nqjz 258 28 . . . cord-336496-ib26nqjz 259 1 , , , cord-336496-ib26nqjz 259 2 . . . cord-336496-ib26nqjz 260 1 As as IN cord-336496-ib26nqjz 260 2 such such JJ cord-336496-ib26nqjz 260 3 , , , cord-336496-ib26nqjz 260 4 one one PRP cord-336496-ib26nqjz 260 5 might may MD cord-336496-ib26nqjz 260 6 raise raise VB cord-336496-ib26nqjz 260 7 the the DT cord-336496-ib26nqjz 260 8 concern concern NN cord-336496-ib26nqjz 260 9 that that IN cord-336496-ib26nqjz 260 10 if if IN cord-336496-ib26nqjz 260 11 economic economic JJ cord-336496-ib26nqjz 260 12 diversity diversity NN cord-336496-ib26nqjz 260 13 and and CC cord-336496-ib26nqjz 260 14 housing housing NN cord-336496-ib26nqjz 260 15 values value NNS cord-336496-ib26nqjz 260 16 are be VBP cord-336496-ib26nqjz 260 17 both both RB cord-336496-ib26nqjz 260 18 related relate VBN cord-336496-ib26nqjz 260 19 to to IN cord-336496-ib26nqjz 260 20 some some DT cord-336496-ib26nqjz 260 21 latent latent JJ cord-336496-ib26nqjz 260 22 confounder confounder NN cord-336496-ib26nqjz 260 23 , , , cord-336496-ib26nqjz 260 24 and and CC cord-336496-ib26nqjz 260 25 since since IN cord-336496-ib26nqjz 260 26 coefficient coefficient NN cord-336496-ib26nqjz 260 27 estimates estimate NNS cord-336496-ib26nqjz 260 28 on on IN cord-336496-ib26nqjz 260 29 . . . cord-336496-ib26nqjz 260 30 , , , cord-336496-ib26nqjz 260 31 and and CC cord-336496-ib26nqjz 260 32 2(3 2(3 NNP cord-336496-ib26nqjz 260 33 × × NNP cord-336496-ib26nqjz 260 34 . . NNP cord-336496-ib26nqjz 260 35 , , , cord-336496-ib26nqjz 260 36 are be VBP cord-336496-ib26nqjz 260 37 both both DT cord-336496-ib26nqjz 260 38 used use VBN cord-336496-ib26nqjz 260 39 to to TO cord-336496-ib26nqjz 260 40 test test VB cord-336496-ib26nqjz 260 41 the the DT cord-336496-ib26nqjz 260 42 resiliency resiliency NN cord-336496-ib26nqjz 260 43 hypothesis hypothesis NN cord-336496-ib26nqjz 260 44 , , , cord-336496-ib26nqjz 260 45 model model NN cord-336496-ib26nqjz 260 46 estimates estimate NNS cord-336496-ib26nqjz 260 47 of of IN cord-336496-ib26nqjz 260 48 the the DT cord-336496-ib26nqjz 260 49 impact impact NN cord-336496-ib26nqjz 260 50 of of IN cord-336496-ib26nqjz 260 51 diversity diversity NN cord-336496-ib26nqjz 260 52 on on IN cord-336496-ib26nqjz 260 53 resiliency resiliency NN cord-336496-ib26nqjz 260 54 ( ( -LRB- cord-336496-ib26nqjz 260 55 e.g. e.g. IN cord-336496-ib26nqjz 260 56 coefficient coefficient NN cord-336496-ib26nqjz 260 57 estimates estimate NNS cord-336496-ib26nqjz 260 58 of of IN cord-336496-ib26nqjz 260 59 the the DT cord-336496-ib26nqjz 260 60 interaction interaction NN cord-336496-ib26nqjz 260 61 terms term NNS cord-336496-ib26nqjz 260 62 ) ) -RRB- cord-336496-ib26nqjz 260 63 are be VBP cord-336496-ib26nqjz 260 64 potentially potentially RB cord-336496-ib26nqjz 260 65 problematic problematic JJ cord-336496-ib26nqjz 260 66 due due IN cord-336496-ib26nqjz 260 67 to to IN cord-336496-ib26nqjz 260 68 the the DT cord-336496-ib26nqjz 260 69 inconsistency inconsistency NN cord-336496-ib26nqjz 260 70 of of IN cord-336496-ib26nqjz 260 71 the the DT cord-336496-ib26nqjz 260 72 estimator estimator NN cord-336496-ib26nqjz 260 73 . . . cord-336496-ib26nqjz 261 1 Like like IN cord-336496-ib26nqjz 261 2 the the DT cord-336496-ib26nqjz 261 3 model model NN cord-336496-ib26nqjz 261 4 set set VBN cord-336496-ib26nqjz 261 5 forth forth RP cord-336496-ib26nqjz 261 6 in in IN cord-336496-ib26nqjz 261 7 Nizalova Nizalova NNP cord-336496-ib26nqjz 261 8 and and CC cord-336496-ib26nqjz 261 9 Murtazashvili Murtazashvili NNP cord-336496-ib26nqjz 261 10 ( ( -LRB- cord-336496-ib26nqjz 261 11 2016 2016 CD cord-336496-ib26nqjz 261 12 ) ) -RRB- cord-336496-ib26nqjz 261 13 , , , cord-336496-ib26nqjz 261 14 the the DT cord-336496-ib26nqjz 261 15 econometric econometric JJ cord-336496-ib26nqjz 261 16 problem problem NN cord-336496-ib26nqjz 261 17 here here RB cord-336496-ib26nqjz 261 18 is be VBZ cord-336496-ib26nqjz 261 19 akin akin JJ cord-336496-ib26nqjz 261 20 to to IN cord-336496-ib26nqjz 261 21 a a DT cord-336496-ib26nqjz 261 22 heterogeneous heterogeneous JJ cord-336496-ib26nqjz 261 23 treatment treatment NN cord-336496-ib26nqjz 261 24 effect effect NN cord-336496-ib26nqjz 261 25 analysis analysis NN cord-336496-ib26nqjz 261 26 where where WRB cord-336496-ib26nqjz 261 27 the the DT cord-336496-ib26nqjz 261 28 source source NN cord-336496-ib26nqjz 261 29 of of IN cord-336496-ib26nqjz 261 30 heterogeneity heterogeneity NN cord-336496-ib26nqjz 261 31 is be VBZ cord-336496-ib26nqjz 261 32 perhaps perhaps RB cord-336496-ib26nqjz 261 33 endogenous endogenous JJ cord-336496-ib26nqjz 261 34 . . . cord-336496-ib26nqjz 262 1 Given give VBN cord-336496-ib26nqjz 262 2 their -PRON- PRP$ cord-336496-ib26nqjz 262 3 theoretical theoretical JJ cord-336496-ib26nqjz 262 4 findings finding NNS cord-336496-ib26nqjz 262 5 , , , cord-336496-ib26nqjz 262 6 and and CC cord-336496-ib26nqjz 262 7 key key NN cord-336496-ib26nqjz 262 8 to to IN cord-336496-ib26nqjz 262 9 addressing address VBG cord-336496-ib26nqjz 262 10 potential potential JJ cord-336496-ib26nqjz 262 11 endogeneity endogeneity NN cord-336496-ib26nqjz 262 12 here here RB cord-336496-ib26nqjz 262 13 , , , cord-336496-ib26nqjz 262 14 estimating estimate VBG cord-336496-ib26nqjz 262 15 eq eq NN cord-336496-ib26nqjz 262 16 . . . cord-336496-ib26nqjz 263 1 ( ( -LRB- cord-336496-ib26nqjz 263 2 1 1 LS cord-336496-ib26nqjz 263 3 ) ) -RRB- cord-336496-ib26nqjz 263 4 via via IN cord-336496-ib26nqjz 263 5 OLS OLS NNP cord-336496-ib26nqjz 263 6 will will MD cord-336496-ib26nqjz 263 7 yield yield VB cord-336496-ib26nqjz 263 8 estimated estimated JJ cord-336496-ib26nqjz 263 9 coefficients coefficient NNS cord-336496-ib26nqjz 263 10 on on RP cord-336496-ib26nqjz 263 11 . . . cord-336496-ib26nqjz 264 1 , , , cord-336496-ib26nqjz 264 2 and and CC cord-336496-ib26nqjz 264 3 2(3 2(3 NNP cord-336496-ib26nqjz 264 4 × × NNP cord-336496-ib26nqjz 264 5 . . NNP cord-336496-ib26nqjz 264 6 , , , cord-336496-ib26nqjz 264 7 that that WDT cord-336496-ib26nqjz 264 8 are be VBP cord-336496-ib26nqjz 264 9 consistent consistent JJ cord-336496-ib26nqjz 264 10 so so RB cord-336496-ib26nqjz 264 11 long long RB cord-336496-ib26nqjz 264 12 as as IN cord-336496-ib26nqjz 264 13 both both CC cord-336496-ib26nqjz 264 14 regional regional JJ cord-336496-ib26nqjz 264 15 economic economic JJ cord-336496-ib26nqjz 264 16 diversity diversity NN cord-336496-ib26nqjz 264 17 and and CC cord-336496-ib26nqjz 264 18 any any DT cord-336496-ib26nqjz 264 19 latent latent JJ cord-336496-ib26nqjz 264 20 confounders confounder NNS cord-336496-ib26nqjz 264 21 are be VBP cord-336496-ib26nqjz 264 22 jointly jointly RB cord-336496-ib26nqjz 264 23 independent independent JJ cord-336496-ib26nqjz 264 24 - - HYPH cord-336496-ib26nqjz 264 25 having have VBG cord-336496-ib26nqjz 264 26 controlled control VBN cord-336496-ib26nqjz 264 27 for for IN cord-336496-ib26nqjz 264 28 MSA MSA NNP cord-336496-ib26nqjz 264 29 - - HYPH cord-336496-ib26nqjz 264 30 specific specific JJ cord-336496-ib26nqjz 264 31 fixed fix VBN cord-336496-ib26nqjz 264 32 effectsof effectsof NNP cord-336496-ib26nqjz 264 33 the the DT cord-336496-ib26nqjz 264 34 occurrence occurrence NN cord-336496-ib26nqjz 264 35 of of IN cord-336496-ib26nqjz 264 36 natural natural JJ cord-336496-ib26nqjz 264 37 disasters disaster NNS cord-336496-ib26nqjz 264 38 . . . cord-336496-ib26nqjz 265 1 Said say VBD cord-336496-ib26nqjz 265 2 another another DT cord-336496-ib26nqjz 265 3 way way NN cord-336496-ib26nqjz 265 4 , , , cord-336496-ib26nqjz 265 5 if if IN cord-336496-ib26nqjz 265 6 disasters disaster NNS cord-336496-ib26nqjz 265 7 are be VBP cord-336496-ib26nqjz 265 8 conditionally conditionally RB cord-336496-ib26nqjz 265 9 J J NNP cord-336496-ib26nqjz 265 10 o o NNP cord-336496-ib26nqjz 266 1 u u NNP cord-336496-ib26nqjz 266 2 r r NNP cord-336496-ib26nqjz 266 3 n n NN cord-336496-ib26nqjz 266 4 a a DT cord-336496-ib26nqjz 266 5 l l NN cord-336496-ib26nqjz 266 6 P p NN cord-336496-ib26nqjz 266 7 r r NN cord-336496-ib26nqjz 266 8 e e NN cord-336496-ib26nqjz 267 1 -p -p : cord-336496-ib26nqjz 268 1 r r NNP cord-336496-ib26nqjz 268 2 o o NN cord-336496-ib26nqjz 268 3 o o NN cord-336496-ib26nqjz 268 4 f f NN cord-336496-ib26nqjz 268 5 independent independent NN cord-336496-ib26nqjz 268 6 of of IN cord-336496-ib26nqjz 268 7 both both DT cord-336496-ib26nqjz 268 8 : : : cord-336496-ib26nqjz 268 9 and and CC cord-336496-ib26nqjz 268 10 2(3 2(3 NNP cord-336496-ib26nqjz 268 11 , , , cord-336496-ib26nqjz 268 12 again again RB cord-336496-ib26nqjz 268 13 controlling control VBG cord-336496-ib26nqjz 268 14 for for IN cord-336496-ib26nqjz 268 15 geography geography NN cord-336496-ib26nqjz 268 16 that that WDT cord-336496-ib26nqjz 268 17 is be VBZ cord-336496-ib26nqjz 268 18 fixed fix VBN cord-336496-ib26nqjz 268 19 over over IN cord-336496-ib26nqjz 268 20 time time NN cord-336496-ib26nqjz 268 21 , , , cord-336496-ib26nqjz 268 22 then then RB cord-336496-ib26nqjz 268 23 the the DT cord-336496-ib26nqjz 268 24 coefficients coefficient NNS cord-336496-ib26nqjz 268 25 on on IN cord-336496-ib26nqjz 268 26 the the DT cord-336496-ib26nqjz 268 27 interaction interaction NN cord-336496-ib26nqjz 268 28 terms term NNS cord-336496-ib26nqjz 268 29 2(3 2(3 NNP cord-336496-ib26nqjz 268 30 × × NN cord-336496-ib26nqjz 268 31 . . . cord-336496-ib26nqjz 269 1 , , , cord-336496-ib26nqjz 269 2 can can MD cord-336496-ib26nqjz 269 3 still still RB cord-336496-ib26nqjz 269 4 be be VB cord-336496-ib26nqjz 269 5 consistently consistently RB cord-336496-ib26nqjz 269 6 estimated estimate VBN cord-336496-ib26nqjz 269 7 whether whether IN cord-336496-ib26nqjz 269 8 2(3 2(3 NNP cord-336496-ib26nqjz 269 9 is be VBZ cord-336496-ib26nqjz 269 10 independent independent JJ cord-336496-ib26nqjz 269 11 of of IN cord-336496-ib26nqjz 269 12 : : : cord-336496-ib26nqjz 269 13 , , , cord-336496-ib26nqjz 269 14 or or CC cord-336496-ib26nqjz 269 15 not not RB cord-336496-ib26nqjz 269 16 . . . cord-336496-ib26nqjz 270 1 Thus thus RB cord-336496-ib26nqjz 270 2 , , , cord-336496-ib26nqjz 270 3 even even RB cord-336496-ib26nqjz 270 4 if if IN cord-336496-ib26nqjz 270 5 there there EX cord-336496-ib26nqjz 270 6 are be VBP cord-336496-ib26nqjz 270 7 other other JJ cord-336496-ib26nqjz 270 8 potential potential JJ cord-336496-ib26nqjz 270 9 factors factor NNS cord-336496-ib26nqjz 270 10 correlated correlate VBN cord-336496-ib26nqjz 270 11 with with IN cord-336496-ib26nqjz 270 12 both both DT cord-336496-ib26nqjz 270 13 diversity diversity NN cord-336496-ib26nqjz 270 14 and and CC cord-336496-ib26nqjz 270 15 home home NN cord-336496-ib26nqjz 270 16 prices price NNS cord-336496-ib26nqjz 270 17 , , , cord-336496-ib26nqjz 270 18 the the DT cord-336496-ib26nqjz 270 19 estimated estimate VBN cord-336496-ib26nqjz 270 20 effect effect NN cord-336496-ib26nqjz 270 21 on on IN cord-336496-ib26nqjz 270 22 the the DT cord-336496-ib26nqjz 270 23 interaction interaction NN cord-336496-ib26nqjz 270 24 terms term NNS cord-336496-ib26nqjz 270 25 will will MD cord-336496-ib26nqjz 270 26 not not RB cord-336496-ib26nqjz 270 27 be be VB cord-336496-ib26nqjz 270 28 confounded confound VBN cord-336496-ib26nqjz 270 29 so so RB cord-336496-ib26nqjz 270 30 long long RB cord-336496-ib26nqjz 270 31 as as IN cord-336496-ib26nqjz 270 32 the the DT cord-336496-ib26nqjz 270 33 aforementioned aforementioned JJ cord-336496-ib26nqjz 270 34 assumptions assumption NNS cord-336496-ib26nqjz 270 35 hold hold VBP cord-336496-ib26nqjz 270 36 . . . cord-336496-ib26nqjz 271 1 Henceforth henceforth RB cord-336496-ib26nqjz 271 2 , , , cord-336496-ib26nqjz 271 3 since since IN cord-336496-ib26nqjz 271 4 we -PRON- PRP cord-336496-ib26nqjz 271 5 only only RB cord-336496-ib26nqjz 271 6 rely rely VBP cord-336496-ib26nqjz 271 7 on on IN cord-336496-ib26nqjz 271 8 estimates estimate NNS cord-336496-ib26nqjz 271 9 of of IN cord-336496-ib26nqjz 271 10 the the DT cord-336496-ib26nqjz 271 11 coefficients coefficient NNS cord-336496-ib26nqjz 271 12 on on IN cord-336496-ib26nqjz 271 13 2(3 2(3 NNP cord-336496-ib26nqjz 271 14 × × NNP cord-336496-ib26nqjz 271 15 . . NNP cord-336496-ib26nqjz 271 16 , , , cord-336496-ib26nqjz 271 17 and and CC cord-336496-ib26nqjz 271 18 . . . cord-336496-ib26nqjz 272 1 , , , cord-336496-ib26nqjz 272 2 , , , cord-336496-ib26nqjz 272 3 the the DT cord-336496-ib26nqjz 272 4 conditionally conditionally RB cord-336496-ib26nqjz 272 5 random random JJ cord-336496-ib26nqjz 272 6 nature nature NN cord-336496-ib26nqjz 272 7 of of IN cord-336496-ib26nqjz 272 8 disasters disaster NNS cord-336496-ib26nqjz 272 9 allows allow VBZ cord-336496-ib26nqjz 272 10 us -PRON- PRP cord-336496-ib26nqjz 272 11 to to TO cord-336496-ib26nqjz 272 12 consistently consistently RB cord-336496-ib26nqjz 272 13 estimate estimate VB cord-336496-ib26nqjz 272 14 the the DT cord-336496-ib26nqjz 272 15 effect effect NN cord-336496-ib26nqjz 272 16 that that IN cord-336496-ib26nqjz 272 17 diversification diversification NN cord-336496-ib26nqjz 272 18 has have VBZ cord-336496-ib26nqjz 272 19 on on IN cord-336496-ib26nqjz 272 20 catalyzing catalyze VBG cord-336496-ib26nqjz 272 21 resiliency resiliency NN cord-336496-ib26nqjz 272 22 . . . cord-336496-ib26nqjz 273 1 ( ( -LRB- cord-336496-ib26nqjz 273 2 2 2 LS cord-336496-ib26nqjz 273 3 ) ) -RRB- cord-336496-ib26nqjz 273 4 without without IN cord-336496-ib26nqjz 273 5 the the DT cord-336496-ib26nqjz 273 6 inclusion inclusion NN cord-336496-ib26nqjz 273 7 of of IN cord-336496-ib26nqjz 273 8 any any DT cord-336496-ib26nqjz 273 9 additional additional JJ cord-336496-ib26nqjz 273 10 controls control NNS cord-336496-ib26nqjz 273 11 . . . cord-336496-ib26nqjz 274 1 With with IN cord-336496-ib26nqjz 274 2 the the DT cord-336496-ib26nqjz 274 3 goal goal NN cord-336496-ib26nqjz 274 4 of of IN cord-336496-ib26nqjz 274 5 including include VBG cord-336496-ib26nqjz 274 6 variables variable NNS cord-336496-ib26nqjz 274 7 measuring measure VBG cord-336496-ib26nqjz 274 8 both both DT cord-336496-ib26nqjz 274 9 local local JJ cord-336496-ib26nqjz 274 10 labor labor NN cord-336496-ib26nqjz 274 11 market market NN cord-336496-ib26nqjz 274 12 conditions condition NNS cord-336496-ib26nqjz 274 13 and and CC cord-336496-ib26nqjz 274 14 firm firm JJ cord-336496-ib26nqjz 274 15 structures structure NNS cord-336496-ib26nqjz 274 16 , , , cord-336496-ib26nqjz 274 17 column column NN cord-336496-ib26nqjz 274 18 3 3 CD cord-336496-ib26nqjz 274 19 replicates replicate VBZ cord-336496-ib26nqjz 274 20 column column NN cord-336496-ib26nqjz 274 21 2 2 CD cord-336496-ib26nqjz 274 22 but but CC cord-336496-ib26nqjz 274 23 includes include VBZ cord-336496-ib26nqjz 274 24 a a DT cord-336496-ib26nqjz 274 25 full full JJ cord-336496-ib26nqjz 274 26 set set NN cord-336496-ib26nqjz 274 27 of of IN cord-336496-ib26nqjz 274 28 ( ( -LRB- cord-336496-ib26nqjz 274 29 linear linear JJ cord-336496-ib26nqjz 274 30 ) ) -RRB- cord-336496-ib26nqjz 274 31 control control NN cord-336496-ib26nqjz 274 32 variables variable NNS cord-336496-ib26nqjz 274 33 measuring measure VBG cord-336496-ib26nqjz 274 34 labor labor NN cord-336496-ib26nqjz 274 35 market market NN cord-336496-ib26nqjz 274 36 income income NN cord-336496-ib26nqjz 274 37 by by IN cord-336496-ib26nqjz 274 38 industry industry NN cord-336496-ib26nqjz 274 39 . . . cord-336496-ib26nqjz 275 1 Likewise likewise RB cord-336496-ib26nqjz 275 2 , , , cord-336496-ib26nqjz 275 3 column column NN cord-336496-ib26nqjz 275 4 4 4 CD cord-336496-ib26nqjz 275 5 replicates replicate VBZ cord-336496-ib26nqjz 275 6 column column NN cord-336496-ib26nqjz 275 7 3 3 CD cord-336496-ib26nqjz 275 8 but but CC cord-336496-ib26nqjz 275 9 also also RB cord-336496-ib26nqjz 275 10 includes include VBZ cord-336496-ib26nqjz 275 11 a a DT cord-336496-ib26nqjz 275 12 full full JJ cord-336496-ib26nqjz 275 13 set set NN cord-336496-ib26nqjz 275 14 of of IN cord-336496-ib26nqjz 275 15 ( ( -LRB- cord-336496-ib26nqjz 275 16 linear linear JJ cord-336496-ib26nqjz 275 17 ) ) -RRB- cord-336496-ib26nqjz 275 18 control control NN cord-336496-ib26nqjz 275 19 variables variable NNS cord-336496-ib26nqjz 275 20 measuring measure VBG cord-336496-ib26nqjz 275 21 employment employment NN cord-336496-ib26nqjz 275 22 by by IN cord-336496-ib26nqjz 275 23 industry industry NN cord-336496-ib26nqjz 275 24 . . . cord-336496-ib26nqjz 276 1 The the DT cord-336496-ib26nqjz 276 2 set set NN cord-336496-ib26nqjz 276 3 of of IN cord-336496-ib26nqjz 276 4 parameters parameter NNS cord-336496-ib26nqjz 276 5 estimates estimate NNS cord-336496-ib26nqjz 276 6 in in IN cord-336496-ib26nqjz 276 7 column column NN cord-336496-ib26nqjz 276 8 2 2 CD cord-336496-ib26nqjz 276 9 are be VBP cord-336496-ib26nqjz 276 10 qualitatively qualitatively RB cord-336496-ib26nqjz 276 11 unaffected unaffected JJ cord-336496-ib26nqjz 276 12 by by IN cord-336496-ib26nqjz 276 13 the the DT cord-336496-ib26nqjz 276 14 inclusion inclusion NN cord-336496-ib26nqjz 276 15 of of IN cord-336496-ib26nqjz 276 16 these these DT cord-336496-ib26nqjz 276 17 controls control NNS cord-336496-ib26nqjz 276 18 . . . cord-336496-ib26nqjz 277 1 However however RB cord-336496-ib26nqjz 277 2 , , , cord-336496-ib26nqjz 277 3 we -PRON- PRP cord-336496-ib26nqjz 277 4 take take VBP cord-336496-ib26nqjz 277 5 an an DT cord-336496-ib26nqjz 277 6 additional additional JJ cord-336496-ib26nqjz 277 7 step step NN cord-336496-ib26nqjz 277 8 in in IN cord-336496-ib26nqjz 277 9 assessing assess VBG cord-336496-ib26nqjz 277 10 the the DT cord-336496-ib26nqjz 277 11 robustness robustness NN cord-336496-ib26nqjz 277 12 of of IN cord-336496-ib26nqjz 277 13 our -PRON- PRP$ cord-336496-ib26nqjz 277 14 findings finding NNS cord-336496-ib26nqjz 277 15 by by IN cord-336496-ib26nqjz 277 16 instrumenting instrument VBG cord-336496-ib26nqjz 277 17 for for IN cord-336496-ib26nqjz 277 18 economic economic JJ cord-336496-ib26nqjz 277 19 diversity diversity NN cord-336496-ib26nqjz 277 20 and and CC cord-336496-ib26nqjz 277 21 estimating estimate VBG cord-336496-ib26nqjz 277 22 the the DT cord-336496-ib26nqjz 277 23 model model NN cord-336496-ib26nqjz 277 24 via via IN cord-336496-ib26nqjz 277 25 two two CD cord-336496-ib26nqjz 277 26 stage stage NN cord-336496-ib26nqjz 277 27 least least JJS cord-336496-ib26nqjz 277 28 squares square NNS cord-336496-ib26nqjz 277 29 ( ( -LRB- cord-336496-ib26nqjz 277 30 2SLS 2SLS NNP cord-336496-ib26nqjz 277 31 ) ) -RRB- cord-336496-ib26nqjz 277 32 . . . cord-336496-ib26nqjz 278 1 Employing employ VBG cord-336496-ib26nqjz 278 2 an an DT cord-336496-ib26nqjz 278 3 instrumental instrumental JJ cord-336496-ib26nqjz 278 4 variable variable JJ cord-336496-ib26nqjz 278 5 approach approach NN cord-336496-ib26nqjz 278 6 requires require VBZ cord-336496-ib26nqjz 278 7 an an DT cord-336496-ib26nqjz 278 8 instrument(s instrument(s NNP cord-336496-ib26nqjz 278 9 ) ) -RRB- cord-336496-ib26nqjz 278 10 that that WDT cord-336496-ib26nqjz 278 11 is be VBZ cord-336496-ib26nqjz 278 12 correlated correlate VBN cord-336496-ib26nqjz 278 13 with with IN cord-336496-ib26nqjz 278 14 changes change NNS cord-336496-ib26nqjz 278 15 in in IN cord-336496-ib26nqjz 278 16 diversification diversification NN cord-336496-ib26nqjz 278 17 in in IN cord-336496-ib26nqjz 278 18 a a DT cord-336496-ib26nqjz 278 19 given give VBN cord-336496-ib26nqjz 278 20 MSA MSA NNP cord-336496-ib26nqjz 278 21 , , , cord-336496-ib26nqjz 278 22 is be VBZ cord-336496-ib26nqjz 278 23 otherwise otherwise RB cord-336496-ib26nqjz 278 24 exogenous exogenous JJ cord-336496-ib26nqjz 278 25 to to IN cord-336496-ib26nqjz 278 26 local local JJ cord-336496-ib26nqjz 278 27 economic economic JJ cord-336496-ib26nqjz 278 28 conditions condition NNS cord-336496-ib26nqjz 278 29 in in IN cord-336496-ib26nqjz 278 30 said say VBD cord-336496-ib26nqjz 278 31 MSA MSA NNP cord-336496-ib26nqjz 278 32 , , , cord-336496-ib26nqjz 278 33 and and CC cord-336496-ib26nqjz 278 34 is be VBZ cord-336496-ib26nqjz 278 35 arguably arguably RB cord-336496-ib26nqjz 278 36 excludable excludable JJ cord-336496-ib26nqjz 278 37 from from IN cord-336496-ib26nqjz 278 38 the the DT cord-336496-ib26nqjz 278 39 structural structural JJ cord-336496-ib26nqjz 278 40 equation equation NN cord-336496-ib26nqjz 278 41 . . . cord-336496-ib26nqjz 279 1 As as IN cord-336496-ib26nqjz 279 2 such such JJ cord-336496-ib26nqjz 279 3 , , , cord-336496-ib26nqjz 279 4 we -PRON- PRP cord-336496-ib26nqjz 279 5 construct construct VBP cord-336496-ib26nqjz 279 6 an an DT cord-336496-ib26nqjz 279 7 instrument instrument NN cord-336496-ib26nqjz 279 8 by by IN cord-336496-ib26nqjz 279 9 adopting adopt VBG cord-336496-ib26nqjz 279 10 the the DT cord-336496-ib26nqjz 279 11 shift shift JJ cord-336496-ib26nqjz 279 12 - - HYPH cord-336496-ib26nqjz 279 13 share share NN cord-336496-ib26nqjz 279 14 methodology methodology NN cord-336496-ib26nqjz 279 15 used use VBN cord-336496-ib26nqjz 279 16 by by IN cord-336496-ib26nqjz 279 17 Ottaviano Ottaviano NNP cord-336496-ib26nqjz 279 18 and and CC cord-336496-ib26nqjz 279 19 Perri Perri NNP cord-336496-ib26nqjz 279 20 ( ( -LRB- cord-336496-ib26nqjz 279 21 2006 2006 CD cord-336496-ib26nqjz 279 22 ) ) -RRB- cord-336496-ib26nqjz 280 1 We -PRON- PRP cord-336496-ib26nqjz 280 2 use use VBP cord-336496-ib26nqjz 280 3 2(3 2(3 NNP cord-336496-ib26nqjz 280 4 IJ IJ NNP cord-336496-ib26nqjz 280 5 to to IN cord-336496-ib26nqjz 280 6 instrument instrument NN cord-336496-ib26nqjz 280 7 for for IN cord-336496-ib26nqjz 280 8 the the DT cord-336496-ib26nqjz 280 9 level level NN cord-336496-ib26nqjz 280 10 of of IN cord-336496-ib26nqjz 280 11 diversification diversification NN cord-336496-ib26nqjz 280 12 in in IN cord-336496-ib26nqjz 280 13 each each DT cord-336496-ib26nqjz 280 14 MSA MSA NNP cord-336496-ib26nqjz 280 15 . . . cord-336496-ib26nqjz 281 1 Here here RB cord-336496-ib26nqjz 281 2 , , , cord-336496-ib26nqjz 281 3 the the DT cord-336496-ib26nqjz 281 4 identifying identify VBG cord-336496-ib26nqjz 281 5 assumption assumption NN cord-336496-ib26nqjz 281 6 is be VBZ cord-336496-ib26nqjz 281 7 that that IN cord-336496-ib26nqjz 281 8 changes change NNS cord-336496-ib26nqjz 281 9 in in IN cord-336496-ib26nqjz 281 10 the the DT cord-336496-ib26nqjz 281 11 national national JJ cord-336496-ib26nqjz 281 12 growth growth NN cord-336496-ib26nqjz 281 13 rate rate NN cord-336496-ib26nqjz 281 14 of of IN cord-336496-ib26nqjz 281 15 sector sector NN cord-336496-ib26nqjz 281 16 s s NNS cord-336496-ib26nqjz 281 17 are be VBP cord-336496-ib26nqjz 281 18 exogenous exogenous JJ cord-336496-ib26nqjz 281 19 to to IN cord-336496-ib26nqjz 281 20 the the DT cord-336496-ib26nqjz 281 21 local local JJ cord-336496-ib26nqjz 281 22 economic economic JJ cord-336496-ib26nqjz 281 23 conditions condition NNS cord-336496-ib26nqjz 281 24 of of IN cord-336496-ib26nqjz 281 25 a a DT cord-336496-ib26nqjz 281 26 specific specific JJ cord-336496-ib26nqjz 281 27 region region NN cord-336496-ib26nqjz 281 28 . . . cord-336496-ib26nqjz 282 1 However however RB cord-336496-ib26nqjz 282 2 , , , cord-336496-ib26nqjz 282 3 diversity diversity NN cord-336496-ib26nqjz 282 4 enters enter VBZ cord-336496-ib26nqjz 282 5 our -PRON- PRP$ cord-336496-ib26nqjz 282 6 main main JJ cord-336496-ib26nqjz 282 7 estimating estimating NN cord-336496-ib26nqjz 282 8 equation equation NN cord-336496-ib26nqjz 282 9 by by IN cord-336496-ib26nqjz 282 10 itself -PRON- PRP cord-336496-ib26nqjz 282 11 , , , cord-336496-ib26nqjz 282 12 2(3 2(3 NNP cord-336496-ib26nqjz 282 13 , , , cord-336496-ib26nqjz 282 14 and and CC cord-336496-ib26nqjz 282 15 also also RB cord-336496-ib26nqjz 282 16 through through IN cord-336496-ib26nqjz 282 17 the the DT cord-336496-ib26nqjz 282 18 suite suite NN cord-336496-ib26nqjz 282 19 of of IN cord-336496-ib26nqjz 282 20 interaction interaction NN cord-336496-ib26nqjz 282 21 terms term NNS cord-336496-ib26nqjz 282 22 , , , cord-336496-ib26nqjz 282 23 . . . cord-336496-ib26nqjz 283 1 , , , cord-336496-ib26nqjz 283 2 × × NNP cord-336496-ib26nqjz 283 3 2(3 2(3 CD cord-336496-ib26nqjz 283 4 . . . cord-336496-ib26nqjz 284 1 Along along IN cord-336496-ib26nqjz 284 2 these these DT cord-336496-ib26nqjz 284 3 lines line NNS cord-336496-ib26nqjz 284 4 , , , cord-336496-ib26nqjz 284 5 in in IN cord-336496-ib26nqjz 284 6 order order NN cord-336496-ib26nqjz 284 7 to to TO cord-336496-ib26nqjz 284 8 obtain obtain VB cord-336496-ib26nqjz 284 9 2SLS 2SLS NNP cord-336496-ib26nqjz 284 10 estimates estimate NNS cord-336496-ib26nqjz 284 11 of of IN cord-336496-ib26nqjz 284 12 0 0 CD cord-336496-ib26nqjz 284 13 [ [ -LRB- cord-336496-ib26nqjz 284 14 , , , cord-336496-ib26nqjz 284 15 , , , cord-336496-ib26nqjz 284 16 we -PRON- PRP cord-336496-ib26nqjz 284 17 first first RB cord-336496-ib26nqjz 284 18 estimate estimate VBP cord-336496-ib26nqjz 284 19 equation equation NN cord-336496-ib26nqjz 284 20 ( ( -LRB- cord-336496-ib26nqjz 284 21 2 2 LS cord-336496-ib26nqjz 284 22 ) ) -RRB- cord-336496-ib26nqjz 284 23 instrumenting instrument VBG cord-336496-ib26nqjz 284 24 2(3 2(3 NNP cord-336496-ib26nqjz 284 25 and and CC cord-336496-ib26nqjz 284 26 . . NNP cord-336496-ib26nqjz 284 27 , , , cord-336496-ib26nqjz 284 28 × × NNP cord-336496-ib26nqjz 284 29 2(3 2(3 CD cord-336496-ib26nqjz 284 30 with with IN cord-336496-ib26nqjz 284 31 the the DT cord-336496-ib26nqjz 284 32 set set NN cord-336496-ib26nqjz 284 33 of of IN cord-336496-ib26nqjz 284 34 instruments instrument NNS cord-336496-ib26nqjz 284 35 2(3 2(3 NNP cord-336496-ib26nqjz 284 36 IJ IJ NNP cord-336496-ib26nqjz 284 37 and and CC cord-336496-ib26nqjz 284 38 . . NNP cord-336496-ib26nqjz 284 39 , , , cord-336496-ib26nqjz 284 40 × × NNP cord-336496-ib26nqjz 284 41 2(3 2(3 NNP cord-336496-ib26nqjz 284 42 IJ IJ NNP cord-336496-ib26nqjz 284 43 . . . cord-336496-ib26nqjz 285 1 When when WRB cord-336496-ib26nqjz 285 2 looking look VBG cord-336496-ib26nqjz 285 3 at at IN cord-336496-ib26nqjz 285 4 the the DT cord-336496-ib26nqjz 285 5 results result NNS cord-336496-ib26nqjz 285 6 presented present VBN cord-336496-ib26nqjz 285 7 in in IN cord-336496-ib26nqjz 285 8 Table Table NNP cord-336496-ib26nqjz 285 9 3 3 CD cord-336496-ib26nqjz 285 10 , , , cord-336496-ib26nqjz 285 11 three three CD cord-336496-ib26nqjz 285 12 things thing NNS cord-336496-ib26nqjz 285 13 become become VBP cord-336496-ib26nqjz 285 14 apparent apparent JJ cord-336496-ib26nqjz 285 15 . . . cord-336496-ib26nqjz 286 1 First first RB cord-336496-ib26nqjz 286 2 , , , cord-336496-ib26nqjz 286 3 the the DT cord-336496-ib26nqjz 286 4 estimated estimate VBN cord-336496-ib26nqjz 286 5 effects effect NNS cord-336496-ib26nqjz 286 6 in in IN cord-336496-ib26nqjz 286 7 the the DT cord-336496-ib26nqjz 286 8 pre pre JJ cord-336496-ib26nqjz 286 9 - - NNS cord-336496-ib26nqjz 286 10 periods period NNS cord-336496-ib26nqjz 286 11 remain remain VBP cord-336496-ib26nqjz 286 12 statistically statistically RB cord-336496-ib26nqjz 286 13 indistinguishable indistinguishable JJ cord-336496-ib26nqjz 286 14 from from IN cord-336496-ib26nqjz 286 15 zero zero CD cord-336496-ib26nqjz 286 16 . . . cord-336496-ib26nqjz 287 1 Second second RB cord-336496-ib26nqjz 287 2 , , , cord-336496-ib26nqjz 287 3 the the DT cord-336496-ib26nqjz 287 4 estimated estimate VBN cord-336496-ib26nqjz 287 5 impacts impact NNS cord-336496-ib26nqjz 287 6 are be VBP cord-336496-ib26nqjz 287 7 similar similar JJ cord-336496-ib26nqjz 287 8 in in IN cord-336496-ib26nqjz 287 9 sign sign NN cord-336496-ib26nqjz 287 10 though though IN cord-336496-ib26nqjz 287 11 slightly slightly RB cord-336496-ib26nqjz 287 12 smaller small JJR cord-336496-ib26nqjz 287 13 in in IN cord-336496-ib26nqjz 287 14 magnitude magnitude NN cord-336496-ib26nqjz 287 15 . . . cord-336496-ib26nqjz 288 1 In in IN cord-336496-ib26nqjz 288 2 particular particular JJ cord-336496-ib26nqjz 288 3 , , , cord-336496-ib26nqjz 288 4 the the DT cord-336496-ib26nqjz 288 5 estimated estimate VBN cord-336496-ib26nqjz 288 6 effect effect NN cord-336496-ib26nqjz 288 7 one one CD cord-336496-ib26nqjz 288 8 period period NN cord-336496-ib26nqjz 288 9 out out IN cord-336496-ib26nqjz 288 10 is be VBZ cord-336496-ib26nqjz 288 11 1.68 1.68 CD cord-336496-ib26nqjz 288 12 % % NN cord-336496-ib26nqjz 288 13 ( ( -LRB- cord-336496-ib26nqjz 288 14 compared compare VBN cord-336496-ib26nqjz 288 15 to to IN cord-336496-ib26nqjz 288 16 1.96 1.96 CD cord-336496-ib26nqjz 288 17 % % NN cord-336496-ib26nqjz 288 18 ) ) -RRB- cord-336496-ib26nqjz 288 19 , , , cord-336496-ib26nqjz 288 20 the the DT cord-336496-ib26nqjz 288 21 estimated estimate VBN cord-336496-ib26nqjz 288 22 effect effect NN cord-336496-ib26nqjz 288 23 two two CD cord-336496-ib26nqjz 288 24 periods period NNS cord-336496-ib26nqjz 288 25 out out IN cord-336496-ib26nqjz 288 26 is be VBZ cord-336496-ib26nqjz 288 27 1.95 1.95 CD cord-336496-ib26nqjz 288 28 % % NN cord-336496-ib26nqjz 288 29 ( ( -LRB- cord-336496-ib26nqjz 288 30 compared compare VBN cord-336496-ib26nqjz 288 31 to to IN cord-336496-ib26nqjz 288 32 2.26 2.26 CD cord-336496-ib26nqjz 288 33 % % NN cord-336496-ib26nqjz 288 34 ) ) -RRB- cord-336496-ib26nqjz 288 35 , , , cord-336496-ib26nqjz 288 36 and and CC cord-336496-ib26nqjz 288 37 the the DT cord-336496-ib26nqjz 288 38 estimated estimate VBN cord-336496-ib26nqjz 288 39 effect effect NN cord-336496-ib26nqjz 288 40 three three CD cord-336496-ib26nqjz 288 41 periods period NNS cord-336496-ib26nqjz 288 42 out out IN cord-336496-ib26nqjz 288 43 is be VBZ cord-336496-ib26nqjz 288 44 1.63 1.63 CD cord-336496-ib26nqjz 288 45 % % NN cord-336496-ib26nqjz 288 46 ( ( -LRB- cord-336496-ib26nqjz 288 47 compared compare VBN cord-336496-ib26nqjz 288 48 to to IN cord-336496-ib26nqjz 288 49 2.30 2.30 CD cord-336496-ib26nqjz 288 50 % % NN cord-336496-ib26nqjz 288 51 ) ) -RRB- cord-336496-ib26nqjz 288 52 . . . cord-336496-ib26nqjz 289 1 Third third JJ cord-336496-ib26nqjz 289 2 , , , cord-336496-ib26nqjz 289 3 statistical statistical JJ cord-336496-ib26nqjz 289 4 significance significance NN cord-336496-ib26nqjz 289 5 at at IN cord-336496-ib26nqjz 289 6 conventional conventional JJ cord-336496-ib26nqjz 289 7 levels level NNS cord-336496-ib26nqjz 289 8 still still RB cord-336496-ib26nqjz 289 9 holds hold VBZ cord-336496-ib26nqjz 289 10 for for IN cord-336496-ib26nqjz 289 11 the the DT cord-336496-ib26nqjz 289 12 estimated estimate VBN cord-336496-ib26nqjz 289 13 effects effect NNS cord-336496-ib26nqjz 289 14 in in IN cord-336496-ib26nqjz 289 15 the the DT cord-336496-ib26nqjz 289 16 first first JJ cord-336496-ib26nqjz 289 17 two two CD cord-336496-ib26nqjz 289 18 post post NN cord-336496-ib26nqjz 289 19 periods period NNS cord-336496-ib26nqjz 289 20 and and CC cord-336496-ib26nqjz 289 21 the the DT cord-336496-ib26nqjz 289 22 estimated estimate VBN cord-336496-ib26nqjz 289 23 effect effect NN cord-336496-ib26nqjz 289 24 is be VBZ cord-336496-ib26nqjz 289 25 only only RB cord-336496-ib26nqjz 289 26 marginally marginally RB cord-336496-ib26nqjz 289 27 insignificant insignificant JJ cord-336496-ib26nqjz 289 28 the the DT cord-336496-ib26nqjz 289 29 third third JJ cord-336496-ib26nqjz 289 30 post post JJ cord-336496-ib26nqjz 289 31 period period NN cord-336496-ib26nqjz 289 32 . . . cord-336496-ib26nqjz 290 1 The the DT cord-336496-ib26nqjz 290 2 stability stability NN cord-336496-ib26nqjz 290 3 of of IN cord-336496-ib26nqjz 290 4 the the DT cord-336496-ib26nqjz 290 5 results result NNS cord-336496-ib26nqjz 290 6 when when WRB cord-336496-ib26nqjz 290 7 instrumenting instrument VBG cord-336496-ib26nqjz 290 8 for for IN cord-336496-ib26nqjz 290 9 the the DT cord-336496-ib26nqjz 290 10 potential potential JJ cord-336496-ib26nqjz 290 11 endogenous endogenous JJ cord-336496-ib26nqjz 290 12 nature nature NN cord-336496-ib26nqjz 290 13 of of IN cord-336496-ib26nqjz 290 14 diversity diversity NN cord-336496-ib26nqjz 290 15 provides provide VBZ cord-336496-ib26nqjz 290 16 further further JJ cord-336496-ib26nqjz 290 17 confidence confidence NN cord-336496-ib26nqjz 290 18 in in IN cord-336496-ib26nqjz 290 19 our -PRON- PRP$ cord-336496-ib26nqjz 290 20 baseline baseline JJ cord-336496-ib26nqjz 290 21 results result NNS cord-336496-ib26nqjz 290 22 . . . cord-336496-ib26nqjz 291 1 In in IN cord-336496-ib26nqjz 291 2 particular particular JJ cord-336496-ib26nqjz 291 3 , , , cord-336496-ib26nqjz 291 4 the the DT cord-336496-ib26nqjz 291 5 stability stability NN cord-336496-ib26nqjz 291 6 of of IN cord-336496-ib26nqjz 291 7 these these DT cord-336496-ib26nqjz 291 8 results result NNS cord-336496-ib26nqjz 291 9 having have VBG cord-336496-ib26nqjz 291 10 instrumented instrument VBN cord-336496-ib26nqjz 291 11 for for IN cord-336496-ib26nqjz 291 12 both both DT cord-336496-ib26nqjz 291 13 diversity diversity NN cord-336496-ib26nqjz 291 14 and and CC cord-336496-ib26nqjz 291 15 the the DT cord-336496-ib26nqjz 291 16 interaction interaction NN cord-336496-ib26nqjz 291 17 of of IN cord-336496-ib26nqjz 291 18 diversity diversity NN cord-336496-ib26nqjz 291 19 with with IN cord-336496-ib26nqjz 291 20 the the DT cord-336496-ib26nqjz 291 21 set set NN cord-336496-ib26nqjz 291 22 of of IN cord-336496-ib26nqjz 291 23 natural natural JJ cord-336496-ib26nqjz 291 24 disaster disaster NN cord-336496-ib26nqjz 291 25 indicators indicator NNS cord-336496-ib26nqjz 291 26 lends lend VBZ cord-336496-ib26nqjz 291 27 empirical empirical JJ cord-336496-ib26nqjz 291 28 strength strength NN cord-336496-ib26nqjz 291 29 to to IN cord-336496-ib26nqjz 291 30 the the DT cord-336496-ib26nqjz 291 31 underlying underlying JJ cord-336496-ib26nqjz 291 32 identifying identify VBG cord-336496-ib26nqjz 291 33 assumption assumption NN cord-336496-ib26nqjz 291 34 of of IN cord-336496-ib26nqjz 291 35 disasters disaster NNS cord-336496-ib26nqjz 291 36 appearing appear VBG cord-336496-ib26nqjz 291 37 random random JJ cord-336496-ib26nqjz 291 38 conditional conditional JJ cord-336496-ib26nqjz 291 39 on on IN cord-336496-ib26nqjz 291 40 geography geography NN cord-336496-ib26nqjz 291 41 . . . cord-336496-ib26nqjz 292 1 This this DT cord-336496-ib26nqjz 292 2 conclusion conclusion NN cord-336496-ib26nqjz 292 3 , , , cord-336496-ib26nqjz 292 4 of of IN cord-336496-ib26nqjz 292 5 course course NN cord-336496-ib26nqjz 292 6 , , , cord-336496-ib26nqjz 292 7 is be VBZ cord-336496-ib26nqjz 292 8 only only RB cord-336496-ib26nqjz 292 9 convincing convincing JJ cord-336496-ib26nqjz 292 10 if if IN cord-336496-ib26nqjz 292 11 the the DT cord-336496-ib26nqjz 292 12 exclusion exclusion NN cord-336496-ib26nqjz 292 13 restrictions restriction NNS cord-336496-ib26nqjz 292 14 are be VBP cord-336496-ib26nqjz 292 15 valid valid JJ cord-336496-ib26nqjz 292 16 . . . cord-336496-ib26nqjz 293 1 The the DT cord-336496-ib26nqjz 293 2 idea idea NN cord-336496-ib26nqjz 293 3 that that IN cord-336496-ib26nqjz 293 4 changes change VBZ cord-336496-ib26nqjz 293 5 in in IN cord-336496-ib26nqjz 293 6 the the DT cord-336496-ib26nqjz 293 7 national national JJ cord-336496-ib26nqjz 293 8 growth growth NN cord-336496-ib26nqjz 293 9 rate rate NN cord-336496-ib26nqjz 293 10 in in IN cord-336496-ib26nqjz 293 11 the the DT cord-336496-ib26nqjz 293 12 share share NN cord-336496-ib26nqjz 293 13 of of IN cord-336496-ib26nqjz 293 14 labor labor NN cord-336496-ib26nqjz 293 15 market market NN cord-336496-ib26nqjz 293 16 income income NN cord-336496-ib26nqjz 293 17 for for IN cord-336496-ib26nqjz 293 18 particular particular JJ cord-336496-ib26nqjz 293 19 sectors sector NNS cord-336496-ib26nqjz 293 20 is be VBZ cord-336496-ib26nqjz 293 21 exogenous exogenous JJ cord-336496-ib26nqjz 293 22 to to IN cord-336496-ib26nqjz 293 23 the the DT cord-336496-ib26nqjz 293 24 local local JJ cord-336496-ib26nqjz 293 25 economic economic JJ cord-336496-ib26nqjz 293 26 conditions condition NNS cord-336496-ib26nqjz 293 27 , , , cord-336496-ib26nqjz 293 28 while while IN cord-336496-ib26nqjz 293 29 at at IN cord-336496-ib26nqjz 293 30 the the DT cord-336496-ib26nqjz 293 31 same same JJ cord-336496-ib26nqjz 293 32 time time NN cord-336496-ib26nqjz 293 33 not not RB cord-336496-ib26nqjz 293 34 being be VBG cord-336496-ib26nqjz 293 35 a a DT cord-336496-ib26nqjz 293 36 localized localized JJ cord-336496-ib26nqjz 293 37 determinant determinant NN cord-336496-ib26nqjz 293 38 of of IN cord-336496-ib26nqjz 293 39 regional regional JJ cord-336496-ib26nqjz 293 40 home home NN cord-336496-ib26nqjz 293 41 prices price NNS cord-336496-ib26nqjz 293 42 , , , cord-336496-ib26nqjz 293 43 seems seem VBZ cord-336496-ib26nqjz 293 44 reasonable reasonable JJ cord-336496-ib26nqjz 293 45 . . . cord-336496-ib26nqjz 294 1 This this DT cord-336496-ib26nqjz 294 2 argument argument NN cord-336496-ib26nqjz 294 3 , , , cord-336496-ib26nqjz 294 4 however however RB cord-336496-ib26nqjz 294 5 , , , cord-336496-ib26nqjz 294 6 does do VBZ cord-336496-ib26nqjz 294 7 preclude preclude VB cord-336496-ib26nqjz 294 8 the the DT cord-336496-ib26nqjz 294 9 possibility possibility NN cord-336496-ib26nqjz 294 10 of of IN cord-336496-ib26nqjz 294 11 unobservables unobservable NNS cord-336496-ib26nqjz 294 12 that that WDT cord-336496-ib26nqjz 294 13 are be VBP cord-336496-ib26nqjz 294 14 correlated correlate VBN cord-336496-ib26nqjz 294 15 with with IN cord-336496-ib26nqjz 294 16 both both CC cord-336496-ib26nqjz 294 17 the the DT cord-336496-ib26nqjz 294 18 national national JJ cord-336496-ib26nqjz 294 19 growth growth NN cord-336496-ib26nqjz 294 20 rate rate NN cord-336496-ib26nqjz 294 21 in in IN cord-336496-ib26nqjz 294 22 the the DT cord-336496-ib26nqjz 294 23 share share NN cord-336496-ib26nqjz 294 24 of of IN cord-336496-ib26nqjz 294 25 labor labor NN cord-336496-ib26nqjz 294 26 market market NN cord-336496-ib26nqjz 294 27 income income NN cord-336496-ib26nqjz 294 28 from from IN cord-336496-ib26nqjz 294 29 particular particular JJ cord-336496-ib26nqjz 294 30 sectors sector NNS cord-336496-ib26nqjz 294 31 and and CC cord-336496-ib26nqjz 294 32 localized localize VBN cord-336496-ib26nqjz 294 33 home home NN cord-336496-ib26nqjz 294 34 prices price NNS cord-336496-ib26nqjz 294 35 conditional conditional JJ cord-336496-ib26nqjz 294 36 on on IN cord-336496-ib26nqjz 294 37 regional regional JJ cord-336496-ib26nqjz 294 38 economic economic JJ cord-336496-ib26nqjz 294 39 diversity diversity NN cord-336496-ib26nqjz 294 40 . . . cord-336496-ib26nqjz 295 1 Lastly lastly RB cord-336496-ib26nqjz 295 2 , , , cord-336496-ib26nqjz 295 3 and and CC cord-336496-ib26nqjz 295 4 as as IN cord-336496-ib26nqjz 295 5 noted note VBN cord-336496-ib26nqjz 295 6 in in IN cord-336496-ib26nqjz 295 7 the the DT cord-336496-ib26nqjz 295 8 Table Table NNP cord-336496-ib26nqjz 295 9 3 3 CD cord-336496-ib26nqjz 295 10 , , , cord-336496-ib26nqjz 295 11 the the DT cord-336496-ib26nqjz 295 12 null null NN cord-336496-ib26nqjz 295 13 of of IN cord-336496-ib26nqjz 295 14 underidentification underidentification NN cord-336496-ib26nqjz 295 15 is be VBZ cord-336496-ib26nqjz 295 16 rejected reject VBN cord-336496-ib26nqjz 295 17 ( ( -LRB- cord-336496-ib26nqjz 295 18 p p NN cord-336496-ib26nqjz 295 19 - - HYPH cord-336496-ib26nqjz 295 20 value value NN cord-336496-ib26nqjz 295 21 = = SYM cord-336496-ib26nqjz 295 22 0.00 0.00 CD cord-336496-ib26nqjz 295 23 ) ) -RRB- cord-336496-ib26nqjz 295 24 and and CC cord-336496-ib26nqjz 295 25 the the DT cord-336496-ib26nqjz 295 26 estimated estimate VBN cord-336496-ib26nqjz 295 27 first first JJ cord-336496-ib26nqjz 295 28 - - HYPH cord-336496-ib26nqjz 295 29 stage stage NN cord-336496-ib26nqjz 295 30 Kleibergen Kleibergen NNP cord-336496-ib26nqjz 295 31 - - HYPH cord-336496-ib26nqjz 295 32 Paap Paap NNP cord-336496-ib26nqjz 295 33 F F NNP cord-336496-ib26nqjz 295 34 statistic statistic NN cord-336496-ib26nqjz 295 35 is be VBZ cord-336496-ib26nqjz 295 36 equal equal JJ cord-336496-ib26nqjz 295 37 to to IN cord-336496-ib26nqjz 295 38 12.33 12.33 CD cord-336496-ib26nqjz 295 39 . . . cord-336496-ib26nqjz 296 1 [ [ -LRB- cord-336496-ib26nqjz 296 2 _SP cord-336496-ib26nqjz 296 3 Boustan Boustan NNP cord-336496-ib26nqjz 296 4 et et NNP cord-336496-ib26nqjz 296 5 al al NNP cord-336496-ib26nqjz 296 6 . . . cord-336496-ib26nqjz 297 1 ( ( -LRB- cord-336496-ib26nqjz 297 2 2020 2020 CD cord-336496-ib26nqjz 297 3 ) ) -RRB- cord-336496-ib26nqjz 297 4 show show VBP cord-336496-ib26nqjz 297 5 that that IN cord-336496-ib26nqjz 297 6 migration migration NN cord-336496-ib26nqjz 297 7 in in IN cord-336496-ib26nqjz 297 8 response response NN cord-336496-ib26nqjz 297 9 to to IN cord-336496-ib26nqjz 297 10 disasters disaster NNS cord-336496-ib26nqjz 297 11 could could MD cord-336496-ib26nqjz 297 12 influence influence VB cord-336496-ib26nqjz 297 13 local local JJ cord-336496-ib26nqjz 297 14 labor labor NN cord-336496-ib26nqjz 297 15 markets market NNS cord-336496-ib26nqjz 297 16 and and CC cord-336496-ib26nqjz 297 17 house house NN cord-336496-ib26nqjz 297 18 price price NN cord-336496-ib26nqjz 297 19 dynamics dynamic NNS cord-336496-ib26nqjz 297 20 . . . cord-336496-ib26nqjz 298 1 Along along IN cord-336496-ib26nqjz 298 2 these these DT cord-336496-ib26nqjz 298 3 lines line NNS cord-336496-ib26nqjz 298 4 , , , cord-336496-ib26nqjz 298 5 migration migration NN cord-336496-ib26nqjz 298 6 may may MD cord-336496-ib26nqjz 298 7 be be VB cord-336496-ib26nqjz 298 8 a a DT cord-336496-ib26nqjz 298 9 potential potential JJ cord-336496-ib26nqjz 298 10 mechanism mechanism NN cord-336496-ib26nqjz 298 11 explaining explain VBG cord-336496-ib26nqjz 298 12 our -PRON- PRP$ cord-336496-ib26nqjz 298 13 results result NNS cord-336496-ib26nqjz 298 14 if if IN cord-336496-ib26nqjz 298 15 post post JJ cord-336496-ib26nqjz 298 16 - - JJ cord-336496-ib26nqjz 298 17 disaster disaster JJ cord-336496-ib26nqjz 298 18 net net JJ cord-336496-ib26nqjz 298 19 migration migration NN cord-336496-ib26nqjz 298 20 is be VBZ cord-336496-ib26nqjz 298 21 in in IN cord-336496-ib26nqjz 298 22 the the DT cord-336496-ib26nqjz 298 23 direction direction NN cord-336496-ib26nqjz 298 24 of of IN cord-336496-ib26nqjz 298 25 more more JJR cord-336496-ib26nqjz 298 26 J J NNP cord-336496-ib26nqjz 298 27 o o NN cord-336496-ib26nqjz 298 28 u u NN cord-336496-ib26nqjz 298 29 r r NN cord-336496-ib26nqjz 298 30 n n NN cord-336496-ib26nqjz 298 31 a a DT cord-336496-ib26nqjz 298 32 l l NN cord-336496-ib26nqjz 298 33 P p NN cord-336496-ib26nqjz 298 34 r r NN cord-336496-ib26nqjz 298 35 e e NN cord-336496-ib26nqjz 298 36 -p -p NN cord-336496-ib26nqjz 298 37 r r NN cord-336496-ib26nqjz 298 38 o o NN cord-336496-ib26nqjz 298 39 o o NN cord-336496-ib26nqjz 298 40 f f NN cord-336496-ib26nqjz 298 41 diverse diverse JJ cord-336496-ib26nqjz 298 42 areas area NNS cord-336496-ib26nqjz 298 43 thus thus RB cord-336496-ib26nqjz 298 44 leading lead VBG cord-336496-ib26nqjz 298 45 to to IN cord-336496-ib26nqjz 298 46 more more RBR cord-336496-ib26nqjz 298 47 resilient resilient JJ cord-336496-ib26nqjz 298 48 home home NN cord-336496-ib26nqjz 298 49 prices price NNS cord-336496-ib26nqjz 298 50 in in IN cord-336496-ib26nqjz 298 51 more more RBR cord-336496-ib26nqjz 298 52 diverse diverse JJ cord-336496-ib26nqjz 298 53 areas area NNS cord-336496-ib26nqjz 298 54 . . . cord-336496-ib26nqjz 299 1 This this DT cord-336496-ib26nqjz 299 2 logic logic NN cord-336496-ib26nqjz 299 3 motivates motivate VBZ cord-336496-ib26nqjz 299 4 us -PRON- PRP cord-336496-ib26nqjz 299 5 to to TO cord-336496-ib26nqjz 299 6 ask ask VB cord-336496-ib26nqjz 299 7 several several JJ cord-336496-ib26nqjz 299 8 questions question NNS cord-336496-ib26nqjz 299 9 : : : cord-336496-ib26nqjz 299 10 1 1 LS cord-336496-ib26nqjz 299 11 ) ) -RRB- cord-336496-ib26nqjz 299 12 Do do VB cord-336496-ib26nqjz 299 13 natural natural JJ cord-336496-ib26nqjz 299 14 disasters disaster NNS cord-336496-ib26nqjz 299 15 lead lead VB cord-336496-ib26nqjz 299 16 to to IN cord-336496-ib26nqjz 299 17 increases increase NNS cord-336496-ib26nqjz 299 18 in in IN cord-336496-ib26nqjz 299 19 net net JJ cord-336496-ib26nqjz 299 20 outmigration outmigration NN cord-336496-ib26nqjz 299 21 ( ( -LRB- cord-336496-ib26nqjz 299 22 e.g. e.g. RB cord-336496-ib26nqjz 299 23 out out IN cord-336496-ib26nqjz 299 24 - - HYPH cord-336496-ib26nqjz 299 25 migration migration NN cord-336496-ib26nqjz 299 26 net net NN cord-336496-ib26nqjz 299 27 of of IN cord-336496-ib26nqjz 299 28 in in IN cord-336496-ib26nqjz 299 29 - - HYPH cord-336496-ib26nqjz 299 30 migration migration NN cord-336496-ib26nqjz 299 31 ) ) -RRB- cord-336496-ib26nqjz 299 32 ? ? . cord-336496-ib26nqjz 300 1 2 2 LS cord-336496-ib26nqjz 300 2 ) ) -RRB- cord-336496-ib26nqjz 300 3 Does do VBZ cord-336496-ib26nqjz 300 4 there there EX cord-336496-ib26nqjz 300 5 exist exist VB cord-336496-ib26nqjz 300 6 a a DT cord-336496-ib26nqjz 300 7 tendency tendency NN cord-336496-ib26nqjz 300 8 for for IN cord-336496-ib26nqjz 300 9 diverse diverse JJ cord-336496-ib26nqjz 300 10 regions region NNS cord-336496-ib26nqjz 300 11 to to TO cord-336496-ib26nqjz 300 12 experience experience VB cord-336496-ib26nqjz 300 13 more more RBR cord-336496-ib26nqjz 300 14 in in IN cord-336496-ib26nqjz 300 15 - - HYPH cord-336496-ib26nqjz 300 16 migration migration NN cord-336496-ib26nqjz 300 17 than than IN cord-336496-ib26nqjz 300 18 out out IN cord-336496-ib26nqjz 300 19 - - HYPH cord-336496-ib26nqjz 300 20 migration migration NN cord-336496-ib26nqjz 300 21 ? ? . cord-336496-ib26nqjz 301 1 3 3 LS cord-336496-ib26nqjz 301 2 ) ) -RRB- cord-336496-ib26nqjz 302 1 Following follow VBG cord-336496-ib26nqjz 302 2 a a DT cord-336496-ib26nqjz 302 3 disaster disaster NN cord-336496-ib26nqjz 302 4 , , , cord-336496-ib26nqjz 302 5 does do VBZ cord-336496-ib26nqjz 302 6 diversity diversity NN cord-336496-ib26nqjz 302 7 dampen dampen VB cord-336496-ib26nqjz 302 8 the the DT cord-336496-ib26nqjz 302 9 degree degree NN cord-336496-ib26nqjz 302 10 of of IN cord-336496-ib26nqjz 302 11 net net JJ cord-336496-ib26nqjz 302 12 out out NN cord-336496-ib26nqjz 302 13 - - HYPH cord-336496-ib26nqjz 302 14 migration migration NN cord-336496-ib26nqjz 302 15 in in IN cord-336496-ib26nqjz 302 16 a a DT cord-336496-ib26nqjz 302 17 region region NN cord-336496-ib26nqjz 302 18 ? ? . cord-336496-ib26nqjz 303 1 We -PRON- PRP cord-336496-ib26nqjz 303 2 address address VBP cord-336496-ib26nqjz 303 3 these these DT cord-336496-ib26nqjz 303 4 questions question NNS cord-336496-ib26nqjz 303 5 by by IN cord-336496-ib26nqjz 303 6 obtaining obtain VBG cord-336496-ib26nqjz 303 7 the the DT cord-336496-ib26nqjz 303 8 County County NNP cord-336496-ib26nqjz 303 9 - - HYPH cord-336496-ib26nqjz 303 10 to to IN cord-336496-ib26nqjz 303 11 - - HYPH cord-336496-ib26nqjz 303 12 County County NNP cord-336496-ib26nqjz 303 13 Migration migration NN cord-336496-ib26nqjz 303 14 Flows flow VBZ cord-336496-ib26nqjz 303 15 database database NN cord-336496-ib26nqjz 303 16 that that WDT cord-336496-ib26nqjz 303 17 is be VBZ cord-336496-ib26nqjz 303 18 based base VBN cord-336496-ib26nqjz 303 19 on on IN cord-336496-ib26nqjz 303 20 the the DT cord-336496-ib26nqjz 303 21 2011 2011 CD cord-336496-ib26nqjz 303 22 to to IN cord-336496-ib26nqjz 303 23 2015 2015 CD cord-336496-ib26nqjz 303 24 American American NNP cord-336496-ib26nqjz 303 25 Community Community NNP cord-336496-ib26nqjz 303 26 Surveys Surveys NNPS cord-336496-ib26nqjz 303 27 . . . cord-336496-ib26nqjz 304 1 11 11 CD cord-336496-ib26nqjz 305 1 The the DT cord-336496-ib26nqjz 305 2 data datum NNS cord-336496-ib26nqjz 305 3 are be VBP cord-336496-ib26nqjz 305 4 constructed construct VBN cord-336496-ib26nqjz 305 5 based base VBN cord-336496-ib26nqjz 305 6 on on IN cord-336496-ib26nqjz 305 7 identifying identify VBG cord-336496-ib26nqjz 305 8 residents resident NNS cord-336496-ib26nqjz 305 9 in in IN cord-336496-ib26nqjz 305 10 each each DT cord-336496-ib26nqjz 305 11 U.S. U.S. NNP cord-336496-ib26nqjz 305 12 county county NN cord-336496-ib26nqjz 305 13 , , , cord-336496-ib26nqjz 305 14 and and CC cord-336496-ib26nqjz 305 15 whether whether IN cord-336496-ib26nqjz 305 16 or or CC cord-336496-ib26nqjz 305 17 not not RB cord-336496-ib26nqjz 305 18 they -PRON- PRP cord-336496-ib26nqjz 305 19 lived live VBD cord-336496-ib26nqjz 305 20 in in IN cord-336496-ib26nqjz 305 21 the the DT cord-336496-ib26nqjz 305 22 same same JJ cord-336496-ib26nqjz 305 23 residence residence NN cord-336496-ib26nqjz 305 24 one one CD cord-336496-ib26nqjz 305 25 year year NN cord-336496-ib26nqjz 305 26 ago ago RB cord-336496-ib26nqjz 305 27 ; ; : cord-336496-ib26nqjz 305 28 for for IN cord-336496-ib26nqjz 305 29 respondents respondent NNS cord-336496-ib26nqjz 305 30 indicating indicate VBG cord-336496-ib26nqjz 305 31 they -PRON- PRP cord-336496-ib26nqjz 305 32 lived live VBD cord-336496-ib26nqjz 305 33 in in IN cord-336496-ib26nqjz 305 34 a a DT cord-336496-ib26nqjz 305 35 different different JJ cord-336496-ib26nqjz 305 36 residence residence NN cord-336496-ib26nqjz 305 37 the the DT cord-336496-ib26nqjz 305 38 data data NN cord-336496-ib26nqjz 305 39 records record VBZ cord-336496-ib26nqjz 305 40 the the DT cord-336496-ib26nqjz 305 41 county county NN cord-336496-ib26nqjz 305 42 they -PRON- PRP cord-336496-ib26nqjz 305 43 currently currently RB cord-336496-ib26nqjz 305 44 reside reside VBP cord-336496-ib26nqjz 305 45 in in RB cord-336496-ib26nqjz 305 46 as as RB cord-336496-ib26nqjz 305 47 well well RB cord-336496-ib26nqjz 305 48 as as IN cord-336496-ib26nqjz 305 49 the the DT cord-336496-ib26nqjz 305 50 county county NN cord-336496-ib26nqjz 305 51 they -PRON- PRP cord-336496-ib26nqjz 305 52 previously previously RB cord-336496-ib26nqjz 305 53 resided reside VBD cord-336496-ib26nqjz 305 54 in in IN cord-336496-ib26nqjz 305 55 . . . cord-336496-ib26nqjz 306 1 This this DT cord-336496-ib26nqjz 306 2 information information NN cord-336496-ib26nqjz 306 3 is be VBZ cord-336496-ib26nqjz 306 4 then then RB cord-336496-ib26nqjz 306 5 used use VBN cord-336496-ib26nqjz 306 6 to to TO cord-336496-ib26nqjz 306 7 construct construct VB cord-336496-ib26nqjz 306 8 estimates estimate NNS cord-336496-ib26nqjz 306 9 of of IN cord-336496-ib26nqjz 306 10 flow flow NN cord-336496-ib26nqjz 306 11 and and CC cord-336496-ib26nqjz 306 12 counter counter JJ cord-336496-ib26nqjz 306 13 flow flow NN cord-336496-ib26nqjz 306 14 migration migration NN cord-336496-ib26nqjz 306 15 for for IN cord-336496-ib26nqjz 306 16 all all DT cord-336496-ib26nqjz 306 17 county county NN cord-336496-ib26nqjz 306 18 pairs pair NNS cord-336496-ib26nqjz 306 19 . . . cord-336496-ib26nqjz 307 1 Our -PRON- PRP$ cord-336496-ib26nqjz 307 2 unit unit NN cord-336496-ib26nqjz 307 3 of of IN cord-336496-ib26nqjz 307 4 analysis analysis NN cord-336496-ib26nqjz 307 5 is be VBZ cord-336496-ib26nqjz 307 6 a a DT cord-336496-ib26nqjz 307 7 county county NN cord-336496-ib26nqjz 307 8 to to IN cord-336496-ib26nqjz 307 9 county county NN cord-336496-ib26nqjz 307 10 pairing pairing NN cord-336496-ib26nqjz 307 11 , , , cord-336496-ib26nqjz 307 12 ( ( -LRB- cord-336496-ib26nqjz 307 13 i i PRP cord-336496-ib26nqjz 307 14 , , , cord-336496-ib26nqjz 307 15 j j NNP cord-336496-ib26nqjz 307 16 ) ) -RRB- cord-336496-ib26nqjz 307 17 . . . cord-336496-ib26nqjz 308 1 For for IN cord-336496-ib26nqjz 308 2 each each DT cord-336496-ib26nqjz 308 3 pairing pairing NN cord-336496-ib26nqjz 308 4 , , , cord-336496-ib26nqjz 308 5 we -PRON- PRP cord-336496-ib26nqjz 308 6 measure measure VBP cord-336496-ib26nqjz 308 7 out out RP cord-336496-ib26nqjz 308 8 - - HYPH cord-336496-ib26nqjz 308 9 migration migration NN cord-336496-ib26nqjz 308 10 from from IN cord-336496-ib26nqjz 308 11 county county NN cord-336496-ib26nqjz 309 1 i i PRP cord-336496-ib26nqjz 309 2 to to IN cord-336496-ib26nqjz 309 3 county county NN cord-336496-ib26nqjz 309 4 j j NNP cord-336496-ib26nqjz 309 5 denoted denote VBN cord-336496-ib26nqjz 309 6 by by IN cord-336496-ib26nqjz 309 7 the the DT cord-336496-ib26nqjz 309 8 variable variable JJ cord-336496-ib26nqjz 309 9 Out Out NNP cord-336496-ib26nqjz 309 10 - - HYPH cord-336496-ib26nqjz 309 11 migration migration NN cord-336496-ib26nqjz 309 12 ij ij NN cord-336496-ib26nqjz 309 13 as as RB cord-336496-ib26nqjz 309 14 well well RB cord-336496-ib26nqjz 309 15 as as IN cord-336496-ib26nqjz 309 16 in in IN cord-336496-ib26nqjz 309 17 - - HYPH cord-336496-ib26nqjz 309 18 migration migration NN cord-336496-ib26nqjz 309 19 to to IN cord-336496-ib26nqjz 309 20 county county NN cord-336496-ib26nqjz 310 1 i i PRP cord-336496-ib26nqjz 310 2 from from IN cord-336496-ib26nqjz 310 3 county county NNP cord-336496-ib26nqjz 310 4 j j NNP cord-336496-ib26nqjz 310 5 denoted denote VBN cord-336496-ib26nqjz 310 6 by by IN cord-336496-ib26nqjz 310 7 the the DT cord-336496-ib26nqjz 310 8 variable variable NN cord-336496-ib26nqjz 310 9 In in IN cord-336496-ib26nqjz 310 10 - - HYPH cord-336496-ib26nqjz 310 11 migration migration NN cord-336496-ib26nqjz 310 12 ij ij NN cord-336496-ib26nqjz 310 13 . . . cord-336496-ib26nqjz 311 1 For for IN cord-336496-ib26nqjz 311 2 the the DT cord-336496-ib26nqjz 311 3 sake sake NN cord-336496-ib26nqjz 311 4 of of IN cord-336496-ib26nqjz 311 5 clarity clarity NN cord-336496-ib26nqjz 311 6 , , , cord-336496-ib26nqjz 311 7 both both DT cord-336496-ib26nqjz 311 8 of of IN cord-336496-ib26nqjz 311 9 these these DT cord-336496-ib26nqjz 311 10 variables variable NNS cord-336496-ib26nqjz 311 11 are be VBP cord-336496-ib26nqjz 311 12 always always RB cord-336496-ib26nqjz 311 13 greater great JJR cord-336496-ib26nqjz 311 14 than than IN cord-336496-ib26nqjz 311 15 or or CC cord-336496-ib26nqjz 311 16 equal equal JJ cord-336496-ib26nqjz 311 17 to to IN cord-336496-ib26nqjz 311 18 zero zero CD cord-336496-ib26nqjz 311 19 . . . cord-336496-ib26nqjz 312 1 Thus thus RB cord-336496-ib26nqjz 312 2 , , , cord-336496-ib26nqjz 312 3 Outmigration Outmigration NNP cord-336496-ib26nqjz 312 4 ij ij NN cord-336496-ib26nqjz 312 5 measures measure VBZ cord-336496-ib26nqjz 312 6 the the DT cord-336496-ib26nqjz 312 7 number number NN cord-336496-ib26nqjz 312 8 of of IN cord-336496-ib26nqjz 312 9 people people NNS cord-336496-ib26nqjz 312 10 that that WDT cord-336496-ib26nqjz 312 11 moved move VBD cord-336496-ib26nqjz 312 12 from from IN cord-336496-ib26nqjz 312 13 i i PRP cord-336496-ib26nqjz 312 14 to to IN cord-336496-ib26nqjz 312 15 j j NNP cord-336496-ib26nqjz 312 16 and and CC cord-336496-ib26nqjz 313 1 In in IN cord-336496-ib26nqjz 313 2 - - HYPH cord-336496-ib26nqjz 313 3 migration migration NN cord-336496-ib26nqjz 313 4 ij ij NN cord-336496-ib26nqjz 313 5 measures measure VBZ cord-336496-ib26nqjz 313 6 the the DT cord-336496-ib26nqjz 313 7 number number NN cord-336496-ib26nqjz 313 8 of of IN cord-336496-ib26nqjz 313 9 people people NNS cord-336496-ib26nqjz 313 10 that that WDT cord-336496-ib26nqjz 313 11 moved move VBD cord-336496-ib26nqjz 313 12 to to IN cord-336496-ib26nqjz 313 13 i i PRP cord-336496-ib26nqjz 313 14 from from IN cord-336496-ib26nqjz 313 15 j. j. NNP cord-336496-ib26nqjz 314 1 We -PRON- PRP cord-336496-ib26nqjz 314 2 then then RB cord-336496-ib26nqjz 314 3 construct construct VBP cord-336496-ib26nqjz 314 4 the the DT cord-336496-ib26nqjz 314 5 variable variable JJ cord-336496-ib26nqjz 314 6 Net net JJ cord-336496-ib26nqjz 314 7 - - HYPH cord-336496-ib26nqjz 314 8 migration migration NN cord-336496-ib26nqjz 314 9 ij ij NN cord-336496-ib26nqjz 314 10 = = DT cord-336496-ib26nqjz 314 11 Out Out NNP cord-336496-ib26nqjz 314 12 - - HYPH cord-336496-ib26nqjz 314 13 migration migration NN cord-336496-ib26nqjz 314 14 ij ij NN cord-336496-ib26nqjz 314 15 -In -in NN cord-336496-ib26nqjz 314 16 - - HYPH cord-336496-ib26nqjz 314 17 migration migration NN cord-336496-ib26nqjz 314 18 ij ij NN cord-336496-ib26nqjz 314 19 . . . cord-336496-ib26nqjz 315 1 Henceforth henceforth RB cord-336496-ib26nqjz 315 2 , , , cord-336496-ib26nqjz 315 3 if if IN cord-336496-ib26nqjz 315 4 Net net JJ cord-336496-ib26nqjz 315 5 - - HYPH cord-336496-ib26nqjz 315 6 migration migration NN cord-336496-ib26nqjz 315 7 ij ij NN cord-336496-ib26nqjz 315 8 > > XX cord-336496-ib26nqjz 315 9 0 0 NFP cord-336496-ib26nqjz 315 10 ( ( -LRB- cord-336496-ib26nqjz 315 11 < < XX cord-336496-ib26nqjz 315 12 0 0 CD cord-336496-ib26nqjz 315 13 ) ) -RRB- cord-336496-ib26nqjz 316 1 then then RB cord-336496-ib26nqjz 316 2 the the DT cord-336496-ib26nqjz 316 3 number number NN cord-336496-ib26nqjz 316 4 residents resident NNS cord-336496-ib26nqjz 316 5 that that WDT cord-336496-ib26nqjz 316 6 moved move VBD cord-336496-ib26nqjz 316 7 out out IN cord-336496-ib26nqjz 316 8 of of IN cord-336496-ib26nqjz 316 9 county county NN cord-336496-ib26nqjz 316 10 i i PRP cord-336496-ib26nqjz 316 11 to to IN cord-336496-ib26nqjz 316 12 j j NNP cord-336496-ib26nqjz 316 13 is be VBZ cord-336496-ib26nqjz 316 14 greater great JJR cord-336496-ib26nqjz 316 15 ( ( -LRB- cord-336496-ib26nqjz 316 16 smaller small JJR cord-336496-ib26nqjz 316 17 ) ) -RRB- cord-336496-ib26nqjz 316 18 than than IN cord-336496-ib26nqjz 316 19 the the DT cord-336496-ib26nqjz 316 20 number number NN cord-336496-ib26nqjz 316 21 of of IN cord-336496-ib26nqjz 316 22 residents resident NNS cord-336496-ib26nqjz 316 23 that that WDT cord-336496-ib26nqjz 316 24 moved move VBD cord-336496-ib26nqjz 316 25 into into IN cord-336496-ib26nqjz 316 26 county county NN cord-336496-ib26nqjz 316 27 i i PRP cord-336496-ib26nqjz 316 28 from from IN cord-336496-ib26nqjz 316 29 county county NNP cord-336496-ib26nqjz 316 30 j. j. NNP cord-336496-ib26nqjz 316 31 Next Next NNP cord-336496-ib26nqjz 316 32 , , , cord-336496-ib26nqjz 316 33 we -PRON- PRP cord-336496-ib26nqjz 316 34 compute compute VBP cord-336496-ib26nqjz 316 35 the the DT cord-336496-ib26nqjz 316 36 standardized standardized JJ cord-336496-ib26nqjz 316 37 diversity diversity NN cord-336496-ib26nqjz 316 38 index index NN cord-336496-ib26nqjz 316 39 at at IN cord-336496-ib26nqjz 316 40 the the DT cord-336496-ib26nqjz 316 41 county county NN cord-336496-ib26nqjz 316 42 level level NN cord-336496-ib26nqjz 316 43 and and CC cord-336496-ib26nqjz 316 44 compute compute VB cord-336496-ib26nqjz 316 45 the the DT cord-336496-ib26nqjz 316 46 difference difference NN cord-336496-ib26nqjz 316 47 in in IN cord-336496-ib26nqjz 316 48 diversity diversity NN cord-336496-ib26nqjz 316 49 between between IN cord-336496-ib26nqjz 316 50 counties county NNS cord-336496-ib26nqjz 317 1 i i PRP cord-336496-ib26nqjz 317 2 and and CC cord-336496-ib26nqjz 317 3 j j NNP cord-336496-ib26nqjz 317 4 ( ( -LRB- cord-336496-ib26nqjz 317 5 DIV DIV NNP cord-336496-ib26nqjz 317 6 i i PRP cord-336496-ib26nqjz 317 7 -DIV -div VBP cord-336496-ib26nqjz 317 8 j j NNP cord-336496-ib26nqjz 317 9 ) ) -RRB- cord-336496-ib26nqjz 317 10 for for IN cord-336496-ib26nqjz 317 11 every every DT cord-336496-ib26nqjz 317 12 county county NN cord-336496-ib26nqjz 317 13 to to IN cord-336496-ib26nqjz 317 14 county county NN cord-336496-ib26nqjz 317 15 pairing pairing NN cord-336496-ib26nqjz 317 16 . . . cord-336496-ib26nqjz 318 1 Finally finally RB cord-336496-ib26nqjz 318 2 , , , cord-336496-ib26nqjz 318 3 we -PRON- PRP cord-336496-ib26nqjz 318 4 leverage leverage VBP cord-336496-ib26nqjz 318 5 a a DT cord-336496-ib26nqjz 318 6 useful useful JJ cord-336496-ib26nqjz 318 7 aspect aspect NN cord-336496-ib26nqjz 318 8 of of IN cord-336496-ib26nqjz 318 9 the the DT cord-336496-ib26nqjz 318 10 timing timing NN cord-336496-ib26nqjz 318 11 of of IN cord-336496-ib26nqjz 318 12 disasters disaster NNS cord-336496-ib26nqjz 318 13 in in IN cord-336496-ib26nqjz 318 14 our -PRON- PRP$ cord-336496-ib26nqjz 318 15 data datum NNS cord-336496-ib26nqjz 318 16 . . . cord-336496-ib26nqjz 319 1 If if IN cord-336496-ib26nqjz 319 2 natural natural JJ cord-336496-ib26nqjz 319 3 disasters disaster NNS cord-336496-ib26nqjz 319 4 cause cause VBP cord-336496-ib26nqjz 319 5 increases increase NNS cord-336496-ib26nqjz 319 6 in in IN cord-336496-ib26nqjz 319 7 Net net JJ cord-336496-ib26nqjz 319 8 - - HYPH cord-336496-ib26nqjz 319 9 migration migration NN cord-336496-ib26nqjz 319 10 ij ij NN cord-336496-ib26nqjz 319 11 , , , cord-336496-ib26nqjz 319 12 then then RB cord-336496-ib26nqjz 319 13 we -PRON- PRP cord-336496-ib26nqjz 319 14 would would MD cord-336496-ib26nqjz 319 15 expect expect VB cord-336496-ib26nqjz 319 16 the the DT cord-336496-ib26nqjz 319 17 coefficient coefficient NN cord-336496-ib26nqjz 319 18 estimate estimate NN cord-336496-ib26nqjz 319 19 of of IN cord-336496-ib26nqjz 319 20 + + SYM cord-336496-ib26nqjz 319 21 to to TO cord-336496-ib26nqjz 319 22 be be VB cord-336496-ib26nqjz 319 23 positive positive JJ cord-336496-ib26nqjz 319 24 ; ; . cord-336496-ib26nqjz 320 1 that that DT cord-336496-ib26nqjz 320 2 is is RB cord-336496-ib26nqjz 320 3 , , , cord-336496-ib26nqjz 320 4 + + SYM cord-336496-ib26nqjz 320 5 represents represent VBZ cord-336496-ib26nqjz 320 6 the the DT cord-336496-ib26nqjz 320 7 effect effect NN cord-336496-ib26nqjz 320 8 of of IN cord-336496-ib26nqjz 320 9 a a DT cord-336496-ib26nqjz 320 10 disaster disaster NN cord-336496-ib26nqjz 320 11 in in IN cord-336496-ib26nqjz 320 12 county county NN cord-336496-ib26nqjz 321 1 i i PRP cord-336496-ib26nqjz 321 2 on on IN cord-336496-ib26nqjz 321 3 the the DT cord-336496-ib26nqjz 321 4 average average JJ cord-336496-ib26nqjz 321 5 level level NN cord-336496-ib26nqjz 321 6 of of IN cord-336496-ib26nqjz 321 7 net net JJ cord-336496-ib26nqjz 321 8 migration migration NN cord-336496-ib26nqjz 321 9 from from IN cord-336496-ib26nqjz 321 10 county county NN cord-336496-ib26nqjz 321 11 i i PRP cord-336496-ib26nqjz 321 12 to to IN cord-336496-ib26nqjz 321 13 all all DT cord-336496-ib26nqjz 321 14 other other JJ cord-336496-ib26nqjz 321 15 counties county NNS cord-336496-ib26nqjz 321 16 . . . cord-336496-ib26nqjz 322 1 Second second RB cord-336496-ib26nqjz 322 2 , , , cord-336496-ib26nqjz 322 3 note note VB cord-336496-ib26nqjz 322 4 that that DT cord-336496-ib26nqjz 322 5 county county NN cord-336496-ib26nqjz 322 6 i i PRP cord-336496-ib26nqjz 322 7 is be VBZ cord-336496-ib26nqjz 322 8 more more RBR cord-336496-ib26nqjz 322 9 diverse diverse JJ cord-336496-ib26nqjz 322 10 than than IN cord-336496-ib26nqjz 322 11 county county NNP cord-336496-ib26nqjz 322 12 j j NNP cord-336496-ib26nqjz 322 13 when when WRB cord-336496-ib26nqjz 322 14 " " `` cord-336496-ib26nqjz 322 15 2(3 2(3 NNP cord-336496-ib26nqjz 322 16 − − NN cord-336496-ib26nqjz 322 17 2(3 2(3 CD cord-336496-ib26nqjz 322 18 D d NN cord-336496-ib26nqjz 323 1 # # $ cord-336496-ib26nqjz 323 2 > > XX cord-336496-ib26nqjz 323 3 0 0 NFP cord-336496-ib26nqjz 323 4 . . . cord-336496-ib26nqjz 324 1 Hence hence RB cord-336496-ib26nqjz 324 2 , , , cord-336496-ib26nqjz 324 3 if if IN cord-336496-ib26nqjz 324 4 there there EX cord-336496-ib26nqjz 324 5 is be VBZ cord-336496-ib26nqjz 324 6 a a DT cord-336496-ib26nqjz 324 7 tendency tendency NN cord-336496-ib26nqjz 324 8 for for IN cord-336496-ib26nqjz 324 9 diverse diverse JJ cord-336496-ib26nqjz 324 10 regions region NNS cord-336496-ib26nqjz 324 11 to to TO cord-336496-ib26nqjz 324 12 experience experience VB cord-336496-ib26nqjz 324 13 more more RBR cord-336496-ib26nqjz 324 14 in in IN cord-336496-ib26nqjz 324 15 - - HYPH cord-336496-ib26nqjz 324 16 migration migration NN cord-336496-ib26nqjz 324 17 than than IN cord-336496-ib26nqjz 324 18 outmigration outmigration NN cord-336496-ib26nqjz 324 19 -in -in IN cord-336496-ib26nqjz 324 20 effect effect NN cord-336496-ib26nqjz 324 21 , , , cord-336496-ib26nqjz 324 22 leading lead VBG cord-336496-ib26nqjz 324 23 to to IN cord-336496-ib26nqjz 324 24 a a DT cord-336496-ib26nqjz 324 25 reduction reduction NN cord-336496-ib26nqjz 324 26 in in IN cord-336496-ib26nqjz 324 27 net net JJ cord-336496-ib26nqjz 324 28 - - HYPH cord-336496-ib26nqjz 324 29 migration migration NN cord-336496-ib26nqjz 324 30 -we -we : cord-336496-ib26nqjz 324 31 would would MD cord-336496-ib26nqjz 324 32 expect expect VB cord-336496-ib26nqjz 324 33 estimates estimate NNS cord-336496-ib26nqjz 324 34 of of IN cord-336496-ib26nqjz 324 35 + + SYM cord-336496-ib26nqjz 324 36 to to TO cord-336496-ib26nqjz 324 37 be be VB cord-336496-ib26nqjz 324 38 negative negative JJ cord-336496-ib26nqjz 324 39 . . . cord-336496-ib26nqjz 325 1 Lastly lastly RB cord-336496-ib26nqjz 325 2 , , , cord-336496-ib26nqjz 325 3 coefficient coefficient NN cord-336496-ib26nqjz 325 4 estimates estimate NNS cord-336496-ib26nqjz 325 5 of of IN cord-336496-ib26nqjz 325 6 + + SYM cord-336496-ib26nqjz 325 7 r r NN cord-336496-ib26nqjz 325 8 capture capture VB cord-336496-ib26nqjz 325 9 the the DT cord-336496-ib26nqjz 325 10 effect effect NN cord-336496-ib26nqjz 325 11 that that IN cord-336496-ib26nqjz 325 12 a a DT cord-336496-ib26nqjz 325 13 relative relative JJ cord-336496-ib26nqjz 325 14 standard standard JJ cord-336496-ib26nqjz 325 15 deviation deviation NN cord-336496-ib26nqjz 325 16 increase increase NN cord-336496-ib26nqjz 325 17 in in IN cord-336496-ib26nqjz 325 18 the the DT cord-336496-ib26nqjz 325 19 diversity diversity NN cord-336496-ib26nqjz 325 20 of of IN cord-336496-ib26nqjz 325 21 region region NN cord-336496-ib26nqjz 325 22 i i PRP cord-336496-ib26nqjz 325 23 has have VBZ cord-336496-ib26nqjz 325 24 on on IN cord-336496-ib26nqjz 325 25 mitigating mitigate VBG cord-336496-ib26nqjz 325 26 the the DT cord-336496-ib26nqjz 325 27 average average JJ cord-336496-ib26nqjz 325 28 level level NN cord-336496-ib26nqjz 325 29 of of IN cord-336496-ib26nqjz 325 30 net net JJ cord-336496-ib26nqjz 325 31 migration migration NN cord-336496-ib26nqjz 325 32 from from IN cord-336496-ib26nqjz 325 33 i i PRP cord-336496-ib26nqjz 325 34 in in IN cord-336496-ib26nqjz 325 35 response response NN cord-336496-ib26nqjz 325 36 to to IN cord-336496-ib26nqjz 325 37 a a DT cord-336496-ib26nqjz 325 38 disaster disaster NN cord-336496-ib26nqjz 325 39 . . . cord-336496-ib26nqjz 326 1 If if IN cord-336496-ib26nqjz 326 2 diversity diversity NN cord-336496-ib26nqjz 326 3 serves serve VBZ cord-336496-ib26nqjz 326 4 to to TO cord-336496-ib26nqjz 326 5 dampen dampen VB cord-336496-ib26nqjz 326 6 the the DT cord-336496-ib26nqjz 326 7 net net JJ cord-336496-ib26nqjz 326 8 migratory migratory JJ cord-336496-ib26nqjz 326 9 response response NN cord-336496-ib26nqjz 326 10 to to IN cord-336496-ib26nqjz 326 11 a a DT cord-336496-ib26nqjz 326 12 shock shock NN cord-336496-ib26nqjz 326 13 , , , cord-336496-ib26nqjz 326 14 then then RB cord-336496-ib26nqjz 326 15 we -PRON- PRP cord-336496-ib26nqjz 326 16 would would MD cord-336496-ib26nqjz 326 17 expect expect VB cord-336496-ib26nqjz 326 18 coefficient coefficient NN cord-336496-ib26nqjz 326 19 estimates estimate NNS cord-336496-ib26nqjz 326 20 of of IN cord-336496-ib26nqjz 326 21 + + SYM cord-336496-ib26nqjz 326 22 r r NN cord-336496-ib26nqjz 326 23 to to TO cord-336496-ib26nqjz 326 24 be be VB cord-336496-ib26nqjz 326 25 negative negative JJ cord-336496-ib26nqjz 326 26 and and CC cord-336496-ib26nqjz 326 27 statistically statistically RB cord-336496-ib26nqjz 326 28 significant significant JJ cord-336496-ib26nqjz 326 29 . . . cord-336496-ib26nqjz 327 1 We -PRON- PRP cord-336496-ib26nqjz 327 2 present present VBP cord-336496-ib26nqjz 327 3 results result NNS cord-336496-ib26nqjz 327 4 of of IN cord-336496-ib26nqjz 327 5 estimating estimate VBG cord-336496-ib26nqjz 327 6 equation equation NN cord-336496-ib26nqjz 327 7 ( ( -LRB- cord-336496-ib26nqjz 327 8 14 14 CD cord-336496-ib26nqjz 327 9 ) ) -RRB- cord-336496-ib26nqjz 327 10 in in IN cord-336496-ib26nqjz 327 11 Table Table NNP cord-336496-ib26nqjz 327 12 4 4 CD cord-336496-ib26nqjz 327 13 . . . cord-336496-ib26nqjz 328 1 Here here RB cord-336496-ib26nqjz 328 2 , , , cord-336496-ib26nqjz 328 3 robust robust JJ cord-336496-ib26nqjz 328 4 standard standard JJ cord-336496-ib26nqjz 328 5 errors error NNS cord-336496-ib26nqjz 328 6 are be VBP cord-336496-ib26nqjz 328 7 clustered cluster VBN cord-336496-ib26nqjz 328 8 at at IN cord-336496-ib26nqjz 328 9 the the DT cord-336496-ib26nqjz 328 10 level level NN cord-336496-ib26nqjz 328 11 of of IN cord-336496-ib26nqjz 328 12 treatment treatment NN cord-336496-ib26nqjz 328 13 , , , cord-336496-ib26nqjz 328 14 which which WDT cord-336496-ib26nqjz 328 15 in in IN cord-336496-ib26nqjz 328 16 our -PRON- PRP$ cord-336496-ib26nqjz 328 17 case case NN cord-336496-ib26nqjz 328 18 is be VBZ cord-336496-ib26nqjz 328 19 the the DT cord-336496-ib26nqjz 328 20 county county NN cord-336496-ib26nqjz 328 21 level level NN cord-336496-ib26nqjz 328 22 , , , cord-336496-ib26nqjz 328 23 but but CC cord-336496-ib26nqjz 328 24 model model NN cord-336496-ib26nqjz 328 25 results result NNS cord-336496-ib26nqjz 328 26 are be VBP cord-336496-ib26nqjz 328 27 robust robust JJ cord-336496-ib26nqjz 328 28 to to IN cord-336496-ib26nqjz 328 29 not not RB cord-336496-ib26nqjz 328 30 clustering cluster VBG cord-336496-ib26nqjz 328 31 as as RB cord-336496-ib26nqjz 328 32 well well RB cord-336496-ib26nqjz 328 33 . . . cord-336496-ib26nqjz 329 1 For for IN cord-336496-ib26nqjz 329 2 completeness completeness NN cord-336496-ib26nqjz 329 3 , , , cord-336496-ib26nqjz 329 4 columns column NNS cord-336496-ib26nqjz 329 5 1 1 CD cord-336496-ib26nqjz 329 6 and and CC cord-336496-ib26nqjz 329 7 2 2 CD cord-336496-ib26nqjz 329 8 show show NN cord-336496-ib26nqjz 329 9 estimates estimate NNS cord-336496-ib26nqjz 329 10 of of IN cord-336496-ib26nqjz 329 11 equation equation NN cord-336496-ib26nqjz 329 12 ( ( -LRB- cord-336496-ib26nqjz 329 13 14 14 CD cord-336496-ib26nqjz 329 14 ) ) -RRB- cord-336496-ib26nqjz 329 15 using use VBG cord-336496-ib26nqjz 329 16 outmigration outmigration NN cord-336496-ib26nqjz 329 17 from from IN cord-336496-ib26nqjz 329 18 i i PRP cord-336496-ib26nqjz 329 19 to to IN cord-336496-ib26nqjz 329 20 j j NNP cord-336496-ib26nqjz 329 21 as as IN cord-336496-ib26nqjz 329 22 the the DT cord-336496-ib26nqjz 329 23 dependent dependent JJ cord-336496-ib26nqjz 329 24 variable variable NN cord-336496-ib26nqjz 329 25 . . . cord-336496-ib26nqjz 330 1 Likewise likewise RB cord-336496-ib26nqjz 330 2 , , , cord-336496-ib26nqjz 330 3 columns column NNS cord-336496-ib26nqjz 330 4 3 3 CD cord-336496-ib26nqjz 330 5 and and CC cord-336496-ib26nqjz 330 6 4 4 CD cord-336496-ib26nqjz 330 7 show show VBP cord-336496-ib26nqjz 330 8 estimates estimate NNS cord-336496-ib26nqjz 330 9 of of IN cord-336496-ib26nqjz 330 10 equation equation NN cord-336496-ib26nqjz 330 11 ( ( -LRB- cord-336496-ib26nqjz 330 12 14 14 CD cord-336496-ib26nqjz 330 13 ) ) -RRB- cord-336496-ib26nqjz 330 14 using use VBG cord-336496-ib26nqjz 330 15 net net JJ cord-336496-ib26nqjz 330 16 migration migration NN cord-336496-ib26nqjz 330 17 from from IN cord-336496-ib26nqjz 330 18 i i PRP cord-336496-ib26nqjz 330 19 to to IN cord-336496-ib26nqjz 330 20 j j NNP cord-336496-ib26nqjz 330 21 as as IN cord-336496-ib26nqjz 330 22 the the DT cord-336496-ib26nqjz 330 23 dependent dependent JJ cord-336496-ib26nqjz 330 24 variable variable NN cord-336496-ib26nqjz 330 25 . . . cord-336496-ib26nqjz 331 1 First first RB cord-336496-ib26nqjz 331 2 , , , cord-336496-ib26nqjz 331 3 focusing focus VBG cord-336496-ib26nqjz 331 4 on on IN cord-336496-ib26nqjz 331 5 the the DT cord-336496-ib26nqjz 331 6 model model NN cord-336496-ib26nqjz 331 7 estimate estimate NN cord-336496-ib26nqjz 331 8 shown show VBN cord-336496-ib26nqjz 331 9 in in IN cord-336496-ib26nqjz 331 10 column column NN cord-336496-ib26nqjz 331 11 1 1 CD cord-336496-ib26nqjz 331 12 which which WDT cord-336496-ib26nqjz 331 13 excludes exclude VBZ cord-336496-ib26nqjz 331 14 the the DT cord-336496-ib26nqjz 331 15 terms term NNS cord-336496-ib26nqjz 331 16 " " `` cord-336496-ib26nqjz 331 17 2(3 2(3 NNP cord-336496-ib26nqjz 331 18 − − NN cord-336496-ib26nqjz 331 19 2(3 2(3 CD cord-336496-ib26nqjz 331 20 D d NN cord-336496-ib26nqjz 331 21 # # NN cord-336496-ib26nqjz 331 22 and and CC cord-336496-ib26nqjz 331 23 2 2 CD cord-336496-ib26nqjz 331 24 × × NN cord-336496-ib26nqjz 331 25 " " `` cord-336496-ib26nqjz 331 26 2(3 2(3 NNP cord-336496-ib26nqjz 331 27 − − NN cord-336496-ib26nqjz 331 28 2(3 2(3 CD cord-336496-ib26nqjz 331 29 D d NN cord-336496-ib26nqjz 331 30 # # NN cord-336496-ib26nqjz 331 31 , , , cord-336496-ib26nqjz 331 32 we -PRON- PRP cord-336496-ib26nqjz 331 33 learn learn VBP cord-336496-ib26nqjz 331 34 that that IN cord-336496-ib26nqjz 331 35 disasters disaster NNS cord-336496-ib26nqjz 331 36 lead lead VBP cord-336496-ib26nqjz 331 37 to to IN cord-336496-ib26nqjz 331 38 a a DT cord-336496-ib26nqjz 331 39 statistically statistically RB cord-336496-ib26nqjz 331 40 significant significant JJ cord-336496-ib26nqjz 331 41 increase increase NN cord-336496-ib26nqjz 331 42 in in IN cord-336496-ib26nqjz 331 43 outmigration outmigration NN cord-336496-ib26nqjz 331 44 . . . cord-336496-ib26nqjz 332 1 Turning turn VBG cord-336496-ib26nqjz 332 2 attention attention NN cord-336496-ib26nqjz 332 3 to to IN cord-336496-ib26nqjz 332 4 column column NN cord-336496-ib26nqjz 332 5 3 3 CD cord-336496-ib26nqjz 332 6 , , , cord-336496-ib26nqjz 332 7 we -PRON- PRP cord-336496-ib26nqjz 332 8 learn learn VBP cord-336496-ib26nqjz 332 9 that that IN cord-336496-ib26nqjz 332 10 the the DT cord-336496-ib26nqjz 332 11 associated associate VBN cord-336496-ib26nqjz 332 12 counter counter JJ cord-336496-ib26nqjz 332 13 flow flow NN cord-336496-ib26nqjz 332 14 of of IN cord-336496-ib26nqjz 332 15 residents resident NNS cord-336496-ib26nqjz 332 16 in in IN cord-336496-ib26nqjz 332 17 response response NN cord-336496-ib26nqjz 332 18 to to IN cord-336496-ib26nqjz 332 19 a a DT cord-336496-ib26nqjz 332 20 disaster disaster NN cord-336496-ib26nqjz 332 21 does do VBZ cord-336496-ib26nqjz 332 22 not not RB cord-336496-ib26nqjz 332 23 offset offset VB cord-336496-ib26nqjz 332 24 the the DT cord-336496-ib26nqjz 332 25 degree degree NN cord-336496-ib26nqjz 332 26 of of IN cord-336496-ib26nqjz 332 27 outmigration outmigration NN cord-336496-ib26nqjz 332 28 ; ; . cord-336496-ib26nqjz 333 1 that that DT cord-336496-ib26nqjz 333 2 is is RB cord-336496-ib26nqjz 333 3 , , , cord-336496-ib26nqjz 333 4 on on IN cord-336496-ib26nqjz 333 5 average average JJ cord-336496-ib26nqjz 333 6 , , , cord-336496-ib26nqjz 333 7 natural natural JJ cord-336496-ib26nqjz 333 8 disasters disaster NNS cord-336496-ib26nqjz 333 9 lead lead VBP cord-336496-ib26nqjz 333 10 to to IN cord-336496-ib26nqjz 333 11 a a DT cord-336496-ib26nqjz 333 12 statistically statistically RB cord-336496-ib26nqjz 333 13 significant significant JJ cord-336496-ib26nqjz 333 14 ( ( -LRB- cord-336496-ib26nqjz 333 15 net net NN cord-336496-ib26nqjz 333 16 ) ) -RRB- cord-336496-ib26nqjz 333 17 increase increase NN cord-336496-ib26nqjz 333 18 in in IN cord-336496-ib26nqjz 333 19 the the DT cord-336496-ib26nqjz 333 20 number number NN cord-336496-ib26nqjz 333 21 of of IN cord-336496-ib26nqjz 333 22 residents resident NNS cord-336496-ib26nqjz 333 23 leaving leave VBG cord-336496-ib26nqjz 333 24 a a DT cord-336496-ib26nqjz 333 25 region region NN cord-336496-ib26nqjz 333 26 . . . cord-336496-ib26nqjz 334 1 Our -PRON- PRP$ cord-336496-ib26nqjz 334 2 main main JJ cord-336496-ib26nqjz 334 3 estimating estimating NN cord-336496-ib26nqjz 334 4 equation equation NN cord-336496-ib26nqjz 334 5 is be VBZ cord-336496-ib26nqjz 334 6 presented present VBN cord-336496-ib26nqjz 334 7 in in IN cord-336496-ib26nqjz 334 8 column column NN cord-336496-ib26nqjz 334 9 4 4 CD cord-336496-ib26nqjz 334 10 . . . cord-336496-ib26nqjz 335 1 Coefficient coefficient NN cord-336496-ib26nqjz 335 2 estimates estimate NNS cord-336496-ib26nqjz 335 3 of of IN cord-336496-ib26nqjz 335 4 " " `` cord-336496-ib26nqjz 335 5 2(3 2(3 NNP cord-336496-ib26nqjz 335 6 − − NN cord-336496-ib26nqjz 335 7 2(3 2(3 CD cord-336496-ib26nqjz 335 8 D d NN cord-336496-ib26nqjz 335 9 # # NN cord-336496-ib26nqjz 335 10 are be VBP cord-336496-ib26nqjz 335 11 negative negative JJ cord-336496-ib26nqjz 335 12 and and CC cord-336496-ib26nqjz 335 13 statistically statistically RB cord-336496-ib26nqjz 335 14 significant significant JJ cord-336496-ib26nqjz 335 15 which which WDT cord-336496-ib26nqjz 335 16 suggests suggest VBZ cord-336496-ib26nqjz 335 17 than than IN cord-336496-ib26nqjz 335 18 on on IN cord-336496-ib26nqjz 335 19 average average JJ cord-336496-ib26nqjz 335 20 , , , cord-336496-ib26nqjz 335 21 residents resident NNS cord-336496-ib26nqjz 335 22 tend tend VBP cord-336496-ib26nqjz 335 23 to to TO cord-336496-ib26nqjz 335 24 move move VB cord-336496-ib26nqjz 335 25 to to IN cord-336496-ib26nqjz 335 26 diverse diverse JJ cord-336496-ib26nqjz 335 27 regions region NNS cord-336496-ib26nqjz 335 28 . . . cord-336496-ib26nqjz 336 1 Lastly lastly RB cord-336496-ib26nqjz 336 2 , , , cord-336496-ib26nqjz 336 3 estimates estimate NNS cord-336496-ib26nqjz 336 4 of of IN cord-336496-ib26nqjz 336 5 the the DT cord-336496-ib26nqjz 336 6 coefficients coefficient NNS cord-336496-ib26nqjz 336 7 of of IN cord-336496-ib26nqjz 336 8 2 2 CD cord-336496-ib26nqjz 336 9 × × NN cord-336496-ib26nqjz 337 1 J J NNP cord-336496-ib26nqjz 337 2 o o NN cord-336496-ib26nqjz 337 3 u u NN cord-336496-ib26nqjz 337 4 r r NN cord-336496-ib26nqjz 337 5 n n NN cord-336496-ib26nqjz 337 6 a a NN cord-336496-ib26nqjz 338 1 l l NN cord-336496-ib26nqjz 338 2 P p NN cord-336496-ib26nqjz 338 3 r r NN cord-336496-ib26nqjz 338 4 e e NN cord-336496-ib26nqjz 338 5 -p -p NN cord-336496-ib26nqjz 338 6 r r NN cord-336496-ib26nqjz 338 7 o o NN cord-336496-ib26nqjz 338 8 o o NN cord-336496-ib26nqjz 338 9 f f NN cord-336496-ib26nqjz 338 10 " " '' cord-336496-ib26nqjz 338 11 2(3 2(3 NNP cord-336496-ib26nqjz 338 12 − − NN cord-336496-ib26nqjz 338 13 2(3 2(3 CD cord-336496-ib26nqjz 338 14 D d NN cord-336496-ib26nqjz 338 15 # # NN cord-336496-ib26nqjz 338 16 are be VBP cord-336496-ib26nqjz 338 17 negative negative JJ cord-336496-ib26nqjz 338 18 and and CC cord-336496-ib26nqjz 338 19 statistically statistically RB cord-336496-ib26nqjz 338 20 significant significant JJ cord-336496-ib26nqjz 338 21 in in IN cord-336496-ib26nqjz 338 22 all all DT cord-336496-ib26nqjz 338 23 models model NNS cord-336496-ib26nqjz 338 24 , , , cord-336496-ib26nqjz 338 25 indicating indicate VBG cord-336496-ib26nqjz 338 26 that that IN cord-336496-ib26nqjz 338 27 heightened heightened JJ cord-336496-ib26nqjz 338 28 levels level NNS cord-336496-ib26nqjz 338 29 of of IN cord-336496-ib26nqjz 338 30 economic economic JJ cord-336496-ib26nqjz 338 31 diversity diversity NN cord-336496-ib26nqjz 338 32 decrease decrease VB cord-336496-ib26nqjz 338 33 out out IN cord-336496-ib26nqjz 338 34 - - HYPH cord-336496-ib26nqjz 338 35 migration migration NN cord-336496-ib26nqjz 338 36 and and CC cord-336496-ib26nqjz 338 37 net net JJ cord-336496-ib26nqjz 338 38 - - HYPH cord-336496-ib26nqjz 338 39 migration migration NN cord-336496-ib26nqjz 338 40 . . . cord-336496-ib26nqjz 339 1 [ [ -LRB- cord-336496-ib26nqjz 339 2 To to TO cord-336496-ib26nqjz 339 3 aid aid VB cord-336496-ib26nqjz 339 4 in in IN cord-336496-ib26nqjz 339 5 interpretation interpretation NN cord-336496-ib26nqjz 339 6 , , , cord-336496-ib26nqjz 339 7 the the DT cord-336496-ib26nqjz 339 8 coefficient coefficient NN cord-336496-ib26nqjz 339 9 estimate estimate NN cord-336496-ib26nqjz 339 10 of of IN cord-336496-ib26nqjz 339 11 2 2 CD cord-336496-ib26nqjz 339 12 is be VBZ cord-336496-ib26nqjz 339 13 -4.59 -4.59 . cord-336496-ib26nqjz 340 1 ( ( -LRB- cord-336496-ib26nqjz 340 2 p p NN cord-336496-ib26nqjz 340 3 - - HYPH cord-336496-ib26nqjz 340 4 value value NN cord-336496-ib26nqjz 340 5 < < XX cord-336496-ib26nqjz 340 6 0.01 0.01 CD cord-336496-ib26nqjz 340 7 ) ) -RRB- cord-336496-ib26nqjz 340 8 and and CC cord-336496-ib26nqjz 340 9 the the DT cord-336496-ib26nqjz 340 10 coefficient coefficient NN cord-336496-ib26nqjz 340 11 estimate estimate NN cord-336496-ib26nqjz 340 12 of of IN cord-336496-ib26nqjz 340 13 2 2 CD cord-336496-ib26nqjz 340 14 × × NN cord-336496-ib26nqjz 340 15 " " `` cord-336496-ib26nqjz 340 16 2(3 2(3 NNP cord-336496-ib26nqjz 340 17 − − NN cord-336496-ib26nqjz 340 18 2(3 2(3 CD cord-336496-ib26nqjz 340 19 D d NN cord-336496-ib26nqjz 340 20 # # NN cord-336496-ib26nqjz 340 21 is be VBZ cord-336496-ib26nqjz 340 22 -1.689 -1.689 . cord-336496-ib26nqjz 341 1 ( ( -LRB- cord-336496-ib26nqjz 341 2 p p NN cord-336496-ib26nqjz 341 3 - - HYPH cord-336496-ib26nqjz 341 4 value value NN cord-336496-ib26nqjz 341 5 < < XX cord-336496-ib26nqjz 341 6 0.01 0.01 CD cord-336496-ib26nqjz 341 7 ) ) -RRB- cord-336496-ib26nqjz 341 8 . . . cord-336496-ib26nqjz 342 1 Thus thus RB cord-336496-ib26nqjz 342 2 , , , cord-336496-ib26nqjz 342 3 a a DT cord-336496-ib26nqjz 342 4 one one CD cord-336496-ib26nqjz 342 5 standard standard JJ cord-336496-ib26nqjz 342 6 deviation deviation NN cord-336496-ib26nqjz 342 7 increase increase NN cord-336496-ib26nqjz 342 8 in in IN cord-336496-ib26nqjz 342 9 diversity diversity NN cord-336496-ib26nqjz 342 10 is be VBZ cord-336496-ib26nqjz 342 11 estimated estimate VBN cord-336496-ib26nqjz 342 12 to to TO cord-336496-ib26nqjz 342 13 reduce reduce VB cord-336496-ib26nqjz 342 14 net net JJ cord-336496-ib26nqjz 342 15 - - HYPH cord-336496-ib26nqjz 342 16 migration migration NN cord-336496-ib26nqjz 342 17 by by IN cord-336496-ib26nqjz 342 18 ( ( -LRB- cord-336496-ib26nqjz 342 19 -1.689 -1.689 NNP cord-336496-ib26nqjz 342 20 / / SYM cord-336496-ib26nqjz 342 21 4.59 4.59 CD cord-336496-ib26nqjz 342 22 ) ) -RRB- cord-336496-ib26nqjz 343 1 x x LS cord-336496-ib26nqjz 343 2 100 100 CD cord-336496-ib26nqjz 343 3 = = SYM cord-336496-ib26nqjz 343 4 36.79 36.79 CD cord-336496-ib26nqjz 343 5 % % NN cord-336496-ib26nqjz 343 6 . . . cord-336496-ib26nqjz 344 1 Clearly clearly RB cord-336496-ib26nqjz 344 2 , , , cord-336496-ib26nqjz 344 3 the the DT cord-336496-ib26nqjz 344 4 migration migration NN cord-336496-ib26nqjz 344 5 channel channel NN cord-336496-ib26nqjz 344 6 , , , cord-336496-ib26nqjz 344 7 wherein wherein WRB cord-336496-ib26nqjz 344 8 relative relative JJ cord-336496-ib26nqjz 344 9 demand demand NN cord-336496-ib26nqjz 344 10 for for IN cord-336496-ib26nqjz 344 11 residence residence NN cord-336496-ib26nqjz 344 12 in in IN cord-336496-ib26nqjz 344 13 areas area NNS cord-336496-ib26nqjz 344 14 with with IN cord-336496-ib26nqjz 344 15 concentrated concentrated JJ cord-336496-ib26nqjz 344 16 employment employment NN cord-336496-ib26nqjz 344 17 falls fall VBZ cord-336496-ib26nqjz 344 18 after after IN cord-336496-ib26nqjz 344 19 disasters disaster NNS cord-336496-ib26nqjz 344 20 , , , cord-336496-ib26nqjz 344 21 is be VBZ cord-336496-ib26nqjz 344 22 important important JJ cord-336496-ib26nqjz 344 23 for for IN cord-336496-ib26nqjz 344 24 the the DT cord-336496-ib26nqjz 344 25 explanation explanation NN cord-336496-ib26nqjz 344 26 of of IN cord-336496-ib26nqjz 344 27 our -PRON- PRP$ cord-336496-ib26nqjz 344 28 results result NNS cord-336496-ib26nqjz 344 29 . . . cord-336496-ib26nqjz 345 1 Our -PRON- PRP$ cord-336496-ib26nqjz 345 2 findings finding NNS cord-336496-ib26nqjz 345 3 show show VBP cord-336496-ib26nqjz 345 4 that that IN cord-336496-ib26nqjz 345 5 regional regional JJ cord-336496-ib26nqjz 345 6 economic economic JJ cord-336496-ib26nqjz 345 7 diversification diversification NN cord-336496-ib26nqjz 345 8 tamps tamp VBZ cord-336496-ib26nqjz 345 9 down down IN cord-336496-ib26nqjz 345 10 the the DT cord-336496-ib26nqjz 345 11 effects effect NNS cord-336496-ib26nqjz 345 12 of of IN cord-336496-ib26nqjz 345 13 a a DT cord-336496-ib26nqjz 345 14 disaster disaster NN cord-336496-ib26nqjz 345 15 on on IN cord-336496-ib26nqjz 345 16 housing housing NN cord-336496-ib26nqjz 345 17 values value NNS cord-336496-ib26nqjz 345 18 . . . cord-336496-ib26nqjz 346 1 These these DT cord-336496-ib26nqjz 346 2 findings finding NNS cord-336496-ib26nqjz 346 3 indicate indicate VBP cord-336496-ib26nqjz 346 4 that that IN cord-336496-ib26nqjz 346 5 there there EX cord-336496-ib26nqjz 346 6 may may MD cord-336496-ib26nqjz 346 7 exist exist VB cord-336496-ib26nqjz 346 8 meaningful meaningful JJ cord-336496-ib26nqjz 346 9 benefits benefit NNS cord-336496-ib26nqjz 346 10 from from IN cord-336496-ib26nqjz 346 11 enhancing enhance VBG cord-336496-ib26nqjz 346 12 local local JJ cord-336496-ib26nqjz 346 13 , , , cord-336496-ib26nqjz 346 14 urban urban JJ cord-336496-ib26nqjz 346 15 variety variety NN cord-336496-ib26nqjz 346 16 as as IN cord-336496-ib26nqjz 346 17 a a DT cord-336496-ib26nqjz 346 18 means means NN cord-336496-ib26nqjz 346 19 to to IN cord-336496-ib26nqjz 346 20 mitigating mitigate VBG cord-336496-ib26nqjz 346 21 housing housing NN cord-336496-ib26nqjz 346 22 price price NN cord-336496-ib26nqjz 346 23 responses response NNS cord-336496-ib26nqjz 346 24 to to IN cord-336496-ib26nqjz 346 25 externally externally RB cord-336496-ib26nqjz 346 26 generated generate VBN cord-336496-ib26nqjz 346 27 shocks shock NNS cord-336496-ib26nqjz 346 28 . . . cord-336496-ib26nqjz 347 1 However however RB cord-336496-ib26nqjz 347 2 , , , cord-336496-ib26nqjz 347 3 resiliency resiliency NN cord-336496-ib26nqjz 347 4 is be VBZ cord-336496-ib26nqjz 347 5 only only RB cord-336496-ib26nqjz 347 6 one one CD cord-336496-ib26nqjz 347 7 of of IN cord-336496-ib26nqjz 347 8 the the DT cord-336496-ib26nqjz 347 9 three three CD cord-336496-ib26nqjz 347 10 main main JJ cord-336496-ib26nqjz 347 11 objectives objective NNS cord-336496-ib26nqjz 347 12 policy policy NN cord-336496-ib26nqjz 347 13 makers maker NNS cord-336496-ib26nqjz 347 14 often often RB cord-336496-ib26nqjz 347 15 seek seek VBP cord-336496-ib26nqjz 347 16 to to TO cord-336496-ib26nqjz 347 17 achieve achieve VB cord-336496-ib26nqjz 347 18 through through IN cord-336496-ib26nqjz 347 19 diversification diversification NN cord-336496-ib26nqjz 347 20 ; ; : cord-336496-ib26nqjz 347 21 price price NN cord-336496-ib26nqjz 347 22 stability stability NN cord-336496-ib26nqjz 347 23 and and CC cord-336496-ib26nqjz 347 24 price price NN cord-336496-ib26nqjz 347 25 appreciation appreciation NN cord-336496-ib26nqjz 347 26 are be VBP cord-336496-ib26nqjz 347 27 other other JJ cord-336496-ib26nqjz 347 28 relevant relevant JJ cord-336496-ib26nqjz 347 29 considerations consideration NNS cord-336496-ib26nqjz 347 30 . . . cord-336496-ib26nqjz 348 1 While while IN cord-336496-ib26nqjz 348 2 Coulson Coulson NNP cord-336496-ib26nqjz 348 3 et et NNP cord-336496-ib26nqjz 348 4 al al NNP cord-336496-ib26nqjz 348 5 . . . cord-336496-ib26nqjz 349 1 ( ( -LRB- cord-336496-ib26nqjz 349 2 2013 2013 CD cord-336496-ib26nqjz 349 3 ) ) -RRB- cord-336496-ib26nqjz 349 4 demonstrates demonstrate VBZ cord-336496-ib26nqjz 349 5 that that IN cord-336496-ib26nqjz 349 6 economic economic JJ cord-336496-ib26nqjz 349 7 diversity diversity NN cord-336496-ib26nqjz 349 8 effectively effectively RB cord-336496-ib26nqjz 349 9 decreases decrease VBZ cord-336496-ib26nqjz 349 10 housing housing NN cord-336496-ib26nqjz 349 11 price price NN cord-336496-ib26nqjz 349 12 volatility volatility NN cord-336496-ib26nqjz 349 13 , , , cord-336496-ib26nqjz 349 14 less less JJR cord-336496-ib26nqjz 349 15 work work NN cord-336496-ib26nqjz 349 16 has have VBZ cord-336496-ib26nqjz 349 17 been be VBN cord-336496-ib26nqjz 349 18 dedicated dedicate VBN cord-336496-ib26nqjz 349 19 to to IN cord-336496-ib26nqjz 349 20 understanding understand VBG cord-336496-ib26nqjz 349 21 the the DT cord-336496-ib26nqjz 349 22 direct direct JJ cord-336496-ib26nqjz 349 23 effect effect NN cord-336496-ib26nqjz 349 24 of of IN cord-336496-ib26nqjz 349 25 economic economic JJ cord-336496-ib26nqjz 349 26 diversity diversity NN cord-336496-ib26nqjz 349 27 on on IN cord-336496-ib26nqjz 349 28 housing housing NN cord-336496-ib26nqjz 349 29 values value NNS cord-336496-ib26nqjz 349 30 . . . cord-336496-ib26nqjz 350 1 We -PRON- PRP cord-336496-ib26nqjz 350 2 proceed proceed VBP cord-336496-ib26nqjz 350 3 by by IN cord-336496-ib26nqjz 350 4 addressing address VBG cord-336496-ib26nqjz 350 5 this this DT cord-336496-ib26nqjz 350 6 shortcoming shortcoming NN cord-336496-ib26nqjz 350 7 of of IN cord-336496-ib26nqjz 350 8 the the DT cord-336496-ib26nqjz 350 9 literature literature NN cord-336496-ib26nqjz 350 10 . . . cord-336496-ib26nqjz 351 1 On on IN cord-336496-ib26nqjz 351 2 the the DT cord-336496-ib26nqjz 351 3 theoretical theoretical JJ cord-336496-ib26nqjz 351 4 front front NN cord-336496-ib26nqjz 351 5 , , , cord-336496-ib26nqjz 351 6 a a FW cord-336496-ib26nqjz 351 7 priori priori FW cord-336496-ib26nqjz 351 8 , , , cord-336496-ib26nqjz 351 9 the the DT cord-336496-ib26nqjz 351 10 relationship relationship NN cord-336496-ib26nqjz 351 11 between between IN cord-336496-ib26nqjz 351 12 diversity diversity NN cord-336496-ib26nqjz 351 13 and and CC cord-336496-ib26nqjz 351 14 housing housing NN cord-336496-ib26nqjz 351 15 values value NNS cord-336496-ib26nqjz 351 16 is be VBZ cord-336496-ib26nqjz 351 17 ambiguous ambiguous JJ cord-336496-ib26nqjz 351 18 . . . cord-336496-ib26nqjz 352 1 Some some DT cord-336496-ib26nqjz 352 2 researchers researcher NNS cord-336496-ib26nqjz 352 3 have have VBP cord-336496-ib26nqjz 352 4 noted note VBN cord-336496-ib26nqjz 352 5 that that IN cord-336496-ib26nqjz 352 6 diversification diversification NN cord-336496-ib26nqjz 352 7 necessarily necessarily RB cord-336496-ib26nqjz 352 8 implies imply VBZ cord-336496-ib26nqjz 352 9 a a DT cord-336496-ib26nqjz 352 10 departure departure NN cord-336496-ib26nqjz 352 11 from from IN cord-336496-ib26nqjz 352 12 specialization specialization NN cord-336496-ib26nqjz 352 13 . . . cord-336496-ib26nqjz 353 1 From from IN cord-336496-ib26nqjz 353 2 a a DT cord-336496-ib26nqjz 353 3 pure pure JJ cord-336496-ib26nqjz 353 4 quantitative quantitative JJ cord-336496-ib26nqjz 353 5 perspective perspective NN cord-336496-ib26nqjz 353 6 , , , cord-336496-ib26nqjz 353 7 this this DT cord-336496-ib26nqjz 353 8 is be VBZ cord-336496-ib26nqjz 353 9 true true JJ cord-336496-ib26nqjz 353 10 . . . cord-336496-ib26nqjz 354 1 Moreover moreover RB cord-336496-ib26nqjz 354 2 , , , cord-336496-ib26nqjz 354 3 and and CC cord-336496-ib26nqjz 354 4 to to IN cord-336496-ib26nqjz 354 5 the the DT cord-336496-ib26nqjz 354 6 extent extent NN cord-336496-ib26nqjz 354 7 that that IN cord-336496-ib26nqjz 354 8 efficiency efficiency NN cord-336496-ib26nqjz 354 9 advantages advantage NNS cord-336496-ib26nqjz 354 10 stemming stem VBG cord-336496-ib26nqjz 354 11 from from IN cord-336496-ib26nqjz 354 12 specialization specialization NN cord-336496-ib26nqjz 354 13 exist exist VBP cord-336496-ib26nqjz 354 14 , , , cord-336496-ib26nqjz 354 15 some some DT cord-336496-ib26nqjz 354 16 have have VBP cord-336496-ib26nqjz 354 17 argued argue VBN cord-336496-ib26nqjz 354 18 that that IN cord-336496-ib26nqjz 354 19 diversification diversification NN cord-336496-ib26nqjz 354 20 may may MD cord-336496-ib26nqjz 354 21 be be VB cord-336496-ib26nqjz 354 22 an an DT cord-336496-ib26nqjz 354 23 impediment impediment NN cord-336496-ib26nqjz 354 24 to to IN cord-336496-ib26nqjz 354 25 economic economic JJ cord-336496-ib26nqjz 354 26 growth growth NN cord-336496-ib26nqjz 354 27 thus thus RB cord-336496-ib26nqjz 354 28 leading lead VBG cord-336496-ib26nqjz 354 29 to to IN cord-336496-ib26nqjz 354 30 decreases decrease NNS cord-336496-ib26nqjz 354 31 in in IN cord-336496-ib26nqjz 354 32 home home NN cord-336496-ib26nqjz 354 33 values value NNS cord-336496-ib26nqjz 354 34 . . . cord-336496-ib26nqjz 355 1 Izraeli Izraeli NNP cord-336496-ib26nqjz 355 2 and and CC cord-336496-ib26nqjz 355 3 Murphy Murphy NNP cord-336496-ib26nqjz 355 4 ( ( -LRB- cord-336496-ib26nqjz 355 5 p.2 p.2 NNP cord-336496-ib26nqjz 355 6 , , , cord-336496-ib26nqjz 355 7 2003 2003 CD cord-336496-ib26nqjz 355 8 ) ) -RRB- cord-336496-ib26nqjz 355 9 summarize summarize VB cord-336496-ib26nqjz 355 10 this this DT cord-336496-ib26nqjz 355 11 sentiment sentiment NN cord-336496-ib26nqjz 355 12 quite quite RB cord-336496-ib26nqjz 355 13 succinctly succinctly RB cord-336496-ib26nqjz 355 14 : : : cord-336496-ib26nqjz 355 15 " " `` cord-336496-ib26nqjz 355 16 The the DT cord-336496-ib26nqjz 355 17 theory theory NN cord-336496-ib26nqjz 355 18 of of IN cord-336496-ib26nqjz 355 19 comparative comparative JJ cord-336496-ib26nqjz 355 20 advantage advantage NN cord-336496-ib26nqjz 355 21 shows show VBZ cord-336496-ib26nqjz 355 22 very very RB cord-336496-ib26nqjz 355 23 clearly clearly RB cord-336496-ib26nqjz 355 24 the the DT cord-336496-ib26nqjz 355 25 gain gain NN cord-336496-ib26nqjz 355 26 from from IN cord-336496-ib26nqjz 355 27 specialization specialization NN cord-336496-ib26nqjz 355 28 and and CC cord-336496-ib26nqjz 355 29 trade trade NN cord-336496-ib26nqjz 355 30 . . . cord-336496-ib26nqjz 356 1 In in IN cord-336496-ib26nqjz 356 2 the the DT cord-336496-ib26nqjz 356 3 context context NN cord-336496-ib26nqjz 356 4 of of IN cord-336496-ib26nqjz 356 5 a a DT cord-336496-ib26nqjz 356 6 nation nation NN cord-336496-ib26nqjz 356 7 , , , cord-336496-ib26nqjz 356 8 the the DT cord-336496-ib26nqjz 356 9 geographic geographic JJ cord-336496-ib26nqjz 356 10 concentration concentration NN cord-336496-ib26nqjz 356 11 of of IN cord-336496-ib26nqjz 356 12 production production NN cord-336496-ib26nqjz 356 13 benefits benefit NNS cord-336496-ib26nqjz 356 14 sub sub JJ cord-336496-ib26nqjz 356 15 - - JJ cord-336496-ib26nqjz 356 16 national national JJ cord-336496-ib26nqjz 356 17 units unit NNS cord-336496-ib26nqjz 356 18 , , , cord-336496-ib26nqjz 356 19 i.e. i.e. FW cord-336496-ib26nqjz 356 20 , , , cord-336496-ib26nqjz 356 21 regions region NNS cord-336496-ib26nqjz 356 22 . . . cord-336496-ib26nqjz 357 1 This this DT cord-336496-ib26nqjz 357 2 rationale rationale NN cord-336496-ib26nqjz 357 3 explains explain VBZ cord-336496-ib26nqjz 357 4 why why WRB cord-336496-ib26nqjz 357 5 regions region NNS cord-336496-ib26nqjz 357 6 specialize specialize VBP cord-336496-ib26nqjz 357 7 in in IN cord-336496-ib26nqjz 357 8 one one CD cord-336496-ib26nqjz 357 9 or or CC cord-336496-ib26nqjz 357 10 few few JJ cord-336496-ib26nqjz 357 11 industries industry NNS cord-336496-ib26nqjz 357 12 in in IN cord-336496-ib26nqjz 357 13 which which WDT cord-336496-ib26nqjz 357 14 they -PRON- PRP cord-336496-ib26nqjz 357 15 enjoy enjoy VBP cord-336496-ib26nqjz 357 16 a a DT cord-336496-ib26nqjz 357 17 comparative comparative JJ cord-336496-ib26nqjz 357 18 J J NNP cord-336496-ib26nqjz 357 19 o o NN cord-336496-ib26nqjz 357 20 u u NN cord-336496-ib26nqjz 357 21 r r NN cord-336496-ib26nqjz 357 22 n n NN cord-336496-ib26nqjz 357 23 a a DT cord-336496-ib26nqjz 357 24 l l NN cord-336496-ib26nqjz 357 25 P p NN cord-336496-ib26nqjz 357 26 r r NN cord-336496-ib26nqjz 357 27 e e NN cord-336496-ib26nqjz 358 1 -p -p : cord-336496-ib26nqjz 359 1 r r NN cord-336496-ib26nqjz 359 2 o o NN cord-336496-ib26nqjz 359 3 o o NN cord-336496-ib26nqjz 359 4 f f NN cord-336496-ib26nqjz 359 5 advantage advantage NN cord-336496-ib26nqjz 359 6 over over IN cord-336496-ib26nqjz 359 7 their -PRON- PRP$ cord-336496-ib26nqjz 359 8 trade trade NN cord-336496-ib26nqjz 359 9 partners partner NNS cord-336496-ib26nqjz 359 10 . . . cord-336496-ib26nqjz 360 1 " " '' cord-336496-ib26nqjz 361 1 12 12 CD cord-336496-ib26nqjz 362 1 Taking take VBG cord-336496-ib26nqjz 362 2 a a DT cord-336496-ib26nqjz 362 3 different different JJ cord-336496-ib26nqjz 362 4 view view NN cord-336496-ib26nqjz 362 5 , , , cord-336496-ib26nqjz 362 6 Glaeser Glaeser NNP cord-336496-ib26nqjz 362 7 et et FW cord-336496-ib26nqjz 362 8 al al NNP cord-336496-ib26nqjz 362 9 . . . cord-336496-ib26nqjz 363 1 ( ( -LRB- cord-336496-ib26nqjz 363 2 1992 1992 CD cord-336496-ib26nqjz 363 3 ) ) -RRB- cord-336496-ib26nqjz 363 4 emphasize emphasize VBP cord-336496-ib26nqjz 363 5 the the DT cord-336496-ib26nqjz 363 6 importance importance NN cord-336496-ib26nqjz 363 7 of of IN cord-336496-ib26nqjz 363 8 knowledge knowledge NN cord-336496-ib26nqjz 363 9 spillovers spillover NNS cord-336496-ib26nqjz 363 10 that that WDT cord-336496-ib26nqjz 363 11 occur occur VBP cord-336496-ib26nqjz 363 12 between between IN cord-336496-ib26nqjz 363 13 industries industry NNS cord-336496-ib26nqjz 363 14 . . . cord-336496-ib26nqjz 364 1 Their -PRON- PRP$ cord-336496-ib26nqjz 364 2 idea idea NN cord-336496-ib26nqjz 364 3 , , , cord-336496-ib26nqjz 364 4 which which WDT cord-336496-ib26nqjz 364 5 is be VBZ cord-336496-ib26nqjz 364 6 consistent consistent JJ cord-336496-ib26nqjz 364 7 with with IN cord-336496-ib26nqjz 364 8 the the DT cord-336496-ib26nqjz 364 9 earlier early JJR cord-336496-ib26nqjz 364 10 work work NN cord-336496-ib26nqjz 364 11 of of IN cord-336496-ib26nqjz 364 12 Jacobs Jacobs NNP cord-336496-ib26nqjz 364 13 ( ( -LRB- cord-336496-ib26nqjz 364 14 1969 1969 CD cord-336496-ib26nqjz 364 15 ) ) -RRB- cord-336496-ib26nqjz 364 16 , , , cord-336496-ib26nqjz 364 17 suggests suggest VBZ cord-336496-ib26nqjz 364 18 that that IN cord-336496-ib26nqjz 364 19 the the DT cord-336496-ib26nqjz 364 20 " " `` cord-336496-ib26nqjz 364 21 variety variety NN cord-336496-ib26nqjz 364 22 and and CC cord-336496-ib26nqjz 364 23 diversity diversity NN cord-336496-ib26nqjz 364 24 of of IN cord-336496-ib26nqjz 364 25 geographically geographically RB cord-336496-ib26nqjz 364 26 proximate proximate JJ cord-336496-ib26nqjz 364 27 industries industry NNS cord-336496-ib26nqjz 364 28 rather rather RB cord-336496-ib26nqjz 364 29 than than IN cord-336496-ib26nqjz 364 30 geographical geographical JJ cord-336496-ib26nqjz 364 31 specialization specialization NN cord-336496-ib26nqjz 364 32 promote promote VBP cord-336496-ib26nqjz 364 33 innovation innovation NN cord-336496-ib26nqjz 364 34 and and CC cord-336496-ib26nqjz 364 35 growth growth NN cord-336496-ib26nqjz 364 36 . . . cord-336496-ib26nqjz 364 37 " " '' cord-336496-ib26nqjz 365 1 ( ( -LRB- cord-336496-ib26nqjz 365 2 p. p. NN cord-336496-ib26nqjz 365 3 1128 1128 CD cord-336496-ib26nqjz 365 4 ) ) -RRB- cord-336496-ib26nqjz 366 1 On on IN cord-336496-ib26nqjz 366 2 this this DT cord-336496-ib26nqjz 366 3 account account NN cord-336496-ib26nqjz 366 4 , , , cord-336496-ib26nqjz 366 5 diversity diversity NN cord-336496-ib26nqjz 366 6 may may MD cord-336496-ib26nqjz 366 7 ultimately ultimately RB cord-336496-ib26nqjz 366 8 lead lead VB cord-336496-ib26nqjz 366 9 to to IN cord-336496-ib26nqjz 366 10 increases increase NNS cord-336496-ib26nqjz 366 11 in in IN cord-336496-ib26nqjz 366 12 housing housing NN cord-336496-ib26nqjz 366 13 values value NNS cord-336496-ib26nqjz 366 14 . . . cord-336496-ib26nqjz 367 1 On on IN cord-336496-ib26nqjz 367 2 the the DT cord-336496-ib26nqjz 367 3 empirical empirical JJ cord-336496-ib26nqjz 367 4 front front NN cord-336496-ib26nqjz 367 5 , , , cord-336496-ib26nqjz 367 6 there there EX cord-336496-ib26nqjz 367 7 are be VBP cord-336496-ib26nqjz 367 8 inherent inherent JJ cord-336496-ib26nqjz 367 9 difficulties difficulty NNS cord-336496-ib26nqjz 367 10 in in IN cord-336496-ib26nqjz 367 11 estimating estimate VBG cord-336496-ib26nqjz 367 12 the the DT cord-336496-ib26nqjz 367 13 direct direct JJ cord-336496-ib26nqjz 367 14 effect effect NN cord-336496-ib26nqjz 367 15 of of IN cord-336496-ib26nqjz 367 16 diversity diversity NN cord-336496-ib26nqjz 367 17 on on IN cord-336496-ib26nqjz 367 18 home home NN cord-336496-ib26nqjz 367 19 prices price NNS cord-336496-ib26nqjz 367 20 . . . cord-336496-ib26nqjz 368 1 As as IN cord-336496-ib26nqjz 368 2 we -PRON- PRP cord-336496-ib26nqjz 368 3 note note VBP cord-336496-ib26nqjz 368 4 earlier early RBR cord-336496-ib26nqjz 368 5 , , , cord-336496-ib26nqjz 368 6 to to TO cord-336496-ib26nqjz 368 7 establish establish VB cord-336496-ib26nqjz 368 8 a a DT cord-336496-ib26nqjz 368 9 causal causal JJ cord-336496-ib26nqjz 368 10 link link NN cord-336496-ib26nqjz 368 11 one one PRP cord-336496-ib26nqjz 368 12 would would MD cord-336496-ib26nqjz 368 13 need need VB cord-336496-ib26nqjz 368 14 to to TO cord-336496-ib26nqjz 368 15 confront confront VB cord-336496-ib26nqjz 368 16 the the DT cord-336496-ib26nqjz 368 17 possibility possibility NN cord-336496-ib26nqjz 368 18 that that IN cord-336496-ib26nqjz 368 19 diversification diversification NN cord-336496-ib26nqjz 368 20 is be VBZ cord-336496-ib26nqjz 368 21 an an DT cord-336496-ib26nqjz 368 22 endogenous endogenous JJ cord-336496-ib26nqjz 368 23 covariate covariate NN cord-336496-ib26nqjz 368 24 . . . cord-336496-ib26nqjz 369 1 An an DT cord-336496-ib26nqjz 369 2 ideal ideal JJ cord-336496-ib26nqjz 369 3 but but CC cord-336496-ib26nqjz 369 4 impractical impractical JJ cord-336496-ib26nqjz 369 5 experimental experimental JJ cord-336496-ib26nqjz 369 6 setting setting NN cord-336496-ib26nqjz 369 7 is be VBZ cord-336496-ib26nqjz 369 8 one one CD cord-336496-ib26nqjz 369 9 in in IN cord-336496-ib26nqjz 369 10 which which WDT cord-336496-ib26nqjz 369 11 economic economic JJ cord-336496-ib26nqjz 369 12 diversity diversity NN cord-336496-ib26nqjz 369 13 in in IN cord-336496-ib26nqjz 369 14 an an DT cord-336496-ib26nqjz 369 15 MSA MSA NNP cord-336496-ib26nqjz 369 16 changes change NNS cord-336496-ib26nqjz 369 17 randomly randomly RB cord-336496-ib26nqjz 369 18 and and CC cord-336496-ib26nqjz 369 19 without without IN cord-336496-ib26nqjz 369 20 regard regard NN cord-336496-ib26nqjz 369 21 to to IN cord-336496-ib26nqjz 369 22 local local JJ cord-336496-ib26nqjz 369 23 economic economic JJ cord-336496-ib26nqjz 369 24 conditions condition NNS cord-336496-ib26nqjz 369 25 . . . cord-336496-ib26nqjz 370 1 Given give VBN cord-336496-ib26nqjz 370 2 the the DT cord-336496-ib26nqjz 370 3 lack lack NN cord-336496-ib26nqjz 370 4 of of IN cord-336496-ib26nqjz 370 5 this this DT cord-336496-ib26nqjz 370 6 ideal ideal JJ cord-336496-ib26nqjz 370 7 setting setting NN cord-336496-ib26nqjz 370 8 , , , cord-336496-ib26nqjz 370 9 alternative alternative JJ cord-336496-ib26nqjz 370 10 approaches approach NNS cord-336496-ib26nqjz 370 11 must must MD cord-336496-ib26nqjz 370 12 be be VB cord-336496-ib26nqjz 370 13 considered consider VBN cord-336496-ib26nqjz 370 14 . . . cord-336496-ib26nqjz 371 1 We -PRON- PRP cord-336496-ib26nqjz 371 2 advance advance VBP cord-336496-ib26nqjz 371 3 one one CD cord-336496-ib26nqjz 371 4 such such JJ cord-336496-ib26nqjz 371 5 approach approach NN cord-336496-ib26nqjz 371 6 here here RB cord-336496-ib26nqjz 371 7 by by IN cord-336496-ib26nqjz 371 8 estimating estimate VBG cord-336496-ib26nqjz 371 9 variants variant NNS cord-336496-ib26nqjz 371 10 of of IN cord-336496-ib26nqjz 371 11 the the DT cord-336496-ib26nqjz 371 12 following following JJ cord-336496-ib26nqjz 371 13 estimating estimate VBG cord-336496-ib26nqjz 371 14 equation equation NN cord-336496-ib26nqjz 371 15 , , , cord-336496-ib26nqjz 371 16 ln ln NNP cord-336496-ib26nqjz 371 17 & & CC cord-336496-ib26nqjz 371 18 ' ' '' cord-336496-ib26nqjz 372 1 ( ( -LRB- cord-336496-ib26nqjz 372 2 = = SYM cord-336496-ib26nqjz 372 3 8 8 CD cord-336496-ib26nqjz 372 4 + + CC cord-336496-ib26nqjz 372 5 ! ! . cord-336496-ib26nqjz 373 1 2(3 2(3 CD cord-336496-ib26nqjz 373 2 ; ; : cord-336496-ib26nqjz 373 3 + + CD cord-336496-ib26nqjz 374 1 + + SYM cord-336496-ib26nqjz 374 2 8 8 CD cord-336496-ib26nqjz 374 3 + + SYM cord-336496-ib26nqjz 374 4 9 9 CD cord-336496-ib26nqjz 374 5 + + CC cord-336496-ib26nqjz 374 6 : : : cord-336496-ib26nqjz 374 7 , , , cord-336496-ib26nqjz 374 8 # # $ cord-336496-ib26nqjz 374 9 15 15 CD cord-336496-ib26nqjz 374 10 using use VBG cord-336496-ib26nqjz 374 11 two two CD cord-336496-ib26nqjz 374 12 stage stage NN cord-336496-ib26nqjz 374 13 least least JJS cord-336496-ib26nqjz 374 14 squares square NNS cord-336496-ib26nqjz 374 15 ( ( -LRB- cord-336496-ib26nqjz 374 16 2SLS 2SLS NNP cord-336496-ib26nqjz 374 17 ) ) -RRB- cord-336496-ib26nqjz 374 18 instrumenting instrument VBG cord-336496-ib26nqjz 374 19 for for IN cord-336496-ib26nqjz 374 20 2(3 2(3 NNP cord-336496-ib26nqjz 374 21 with with IN cord-336496-ib26nqjz 374 22 2(3 2(3 NNP cord-336496-ib26nqjz 374 23 IJ IJ NNP cord-336496-ib26nqjz 374 24 . . . cord-336496-ib26nqjz 375 1 Here here RB cord-336496-ib26nqjz 375 2 , , , cord-336496-ib26nqjz 375 3 8 8 CD cord-336496-ib26nqjz 375 4 is be VBZ cord-336496-ib26nqjz 375 5 a a DT cord-336496-ib26nqjz 375 6 complete complete JJ cord-336496-ib26nqjz 375 7 set set NN cord-336496-ib26nqjz 375 8 of of IN cord-336496-ib26nqjz 375 9 MSA MSA NNP cord-336496-ib26nqjz 375 10 fixed fix VBN cord-336496-ib26nqjz 375 11 effects effect NNS cord-336496-ib26nqjz 375 12 and and CC cord-336496-ib26nqjz 375 13 9 9 CD cord-336496-ib26nqjz 375 14 an an DT cord-336496-ib26nqjz 375 15 exhaustive exhaustive JJ cord-336496-ib26nqjz 375 16 set set NN cord-336496-ib26nqjz 375 17 of of IN cord-336496-ib26nqjz 375 18 year year NN cord-336496-ib26nqjz 375 19 - - HYPH cord-336496-ib26nqjz 375 20 quarter quarter NN cord-336496-ib26nqjz 375 21 fixed fix VBN cord-336496-ib26nqjz 375 22 effects effect NNS cord-336496-ib26nqjz 375 23 . . . cord-336496-ib26nqjz 376 1 We -PRON- PRP cord-336496-ib26nqjz 376 2 report report VBP cord-336496-ib26nqjz 376 3 OLS OLS NNP cord-336496-ib26nqjz 376 4 estimates estimate NNS cord-336496-ib26nqjz 376 5 of of IN cord-336496-ib26nqjz 376 6 equation equation NN cord-336496-ib26nqjz 376 7 ( ( -LRB- cord-336496-ib26nqjz 376 8 15 15 CD cord-336496-ib26nqjz 376 9 ) ) -RRB- cord-336496-ib26nqjz 376 10 in in IN cord-336496-ib26nqjz 376 11 column column NN cord-336496-ib26nqjz 376 12 1 1 CD cord-336496-ib26nqjz 376 13 of of IN cord-336496-ib26nqjz 376 14 Table Table NNP cord-336496-ib26nqjz 376 15 5 5 CD cord-336496-ib26nqjz 376 16 . . . cord-336496-ib26nqjz 377 1 For for IN cord-336496-ib26nqjz 377 2 completeness completeness NN cord-336496-ib26nqjz 377 3 , , , cord-336496-ib26nqjz 377 4 in in IN cord-336496-ib26nqjz 377 5 column column NN cord-336496-ib26nqjz 377 6 2 2 CD cord-336496-ib26nqjz 377 7 we -PRON- PRP cord-336496-ib26nqjz 377 8 present present VBP cord-336496-ib26nqjz 377 9 estimates estimate NNS cord-336496-ib26nqjz 377 10 of of IN cord-336496-ib26nqjz 377 11 equation equation NN cord-336496-ib26nqjz 377 12 ( ( -LRB- cord-336496-ib26nqjz 377 13 15 15 CD cord-336496-ib26nqjz 377 14 ) ) -RRB- cord-336496-ib26nqjz 377 15 allowing allow VBG cord-336496-ib26nqjz 377 16 diversity diversity NN cord-336496-ib26nqjz 377 17 to to TO cord-336496-ib26nqjz 377 18 enter enter VB cord-336496-ib26nqjz 377 19 the the DT cord-336496-ib26nqjz 377 20 model model NN cord-336496-ib26nqjz 377 21 non non NNS cord-336496-ib26nqjz 377 22 - - NN cord-336496-ib26nqjz 377 23 linearly linearly RB cord-336496-ib26nqjz 377 24 . . . cord-336496-ib26nqjz 378 1 For for IN cord-336496-ib26nqjz 378 2 the the DT cord-336496-ib26nqjz 378 3 sake sake NN cord-336496-ib26nqjz 378 4 of of IN cord-336496-ib26nqjz 378 5 interpretation interpretation NN cord-336496-ib26nqjz 378 6 , , , cord-336496-ib26nqjz 378 7 in in IN cord-336496-ib26nqjz 378 8 the the DT cord-336496-ib26nqjz 378 9 log log NN cord-336496-ib26nqjz 378 10 - - HYPH cord-336496-ib26nqjz 378 11 linear linear JJ cord-336496-ib26nqjz 378 12 specification specification NN cord-336496-ib26nqjz 378 13 , , , cord-336496-ib26nqjz 378 14 column column NN cord-336496-ib26nqjz 378 15 1 1 CD cord-336496-ib26nqjz 378 16 , , , cord-336496-ib26nqjz 378 17 we -PRON- PRP cord-336496-ib26nqjz 378 18 present present VBP cord-336496-ib26nqjz 378 19 estimates estimate NNS cord-336496-ib26nqjz 378 20 of of IN cord-336496-ib26nqjz 378 21 equation equation NN cord-336496-ib26nqjz 378 22 ( ( -LRB- cord-336496-ib26nqjz 378 23 15 15 CD cord-336496-ib26nqjz 378 24 ) ) -RRB- cord-336496-ib26nqjz 378 25 after after IN cord-336496-ib26nqjz 378 26 standardizing standardize VBG cord-336496-ib26nqjz 378 27 the the DT cord-336496-ib26nqjz 378 28 diversity diversity NN cord-336496-ib26nqjz 378 29 index index NN cord-336496-ib26nqjz 378 30 mean mean VB cord-336496-ib26nqjz 378 31 zero zero CD cord-336496-ib26nqjz 378 32 standard standard JJ cord-336496-ib26nqjz 378 33 deviation deviation NN cord-336496-ib26nqjz 378 34 one one NN cord-336496-ib26nqjz 378 35 . . . cord-336496-ib26nqjz 379 1 This this DT cord-336496-ib26nqjz 379 2 allows allow VBZ cord-336496-ib26nqjz 379 3 us -PRON- PRP cord-336496-ib26nqjz 379 4 to to TO cord-336496-ib26nqjz 379 5 interpret interpret VB cord-336496-ib26nqjz 379 6 coefficient coefficient NN cord-336496-ib26nqjz 379 7 estimates estimate NNS cord-336496-ib26nqjz 379 8 as as IN cord-336496-ib26nqjz 379 9 the the DT cord-336496-ib26nqjz 379 10 effect effect NN cord-336496-ib26nqjz 379 11 of of IN cord-336496-ib26nqjz 379 12 diversity diversity NN cord-336496-ib26nqjz 379 13 on on IN cord-336496-ib26nqjz 379 14 home home NN cord-336496-ib26nqjz 379 15 prices price NNS cord-336496-ib26nqjz 379 16 due due JJ cord-336496-ib26nqjz 379 17 to to IN cord-336496-ib26nqjz 379 18 a a DT cord-336496-ib26nqjz 379 19 one one CD cord-336496-ib26nqjz 379 20 standard standard JJ cord-336496-ib26nqjz 379 21 deviation deviation NN cord-336496-ib26nqjz 379 22 increase increase NN cord-336496-ib26nqjz 379 23 in in IN cord-336496-ib26nqjz 379 24 diversity diversity NN cord-336496-ib26nqjz 379 25 . . . cord-336496-ib26nqjz 380 1 Columns column NNS cord-336496-ib26nqjz 380 2 3 3 CD cord-336496-ib26nqjz 380 3 and and CC cord-336496-ib26nqjz 380 4 4 4 CD cord-336496-ib26nqjz 380 5 report report NN cord-336496-ib26nqjz 380 6 2SLS 2sls CD cord-336496-ib26nqjz 380 7 estimates estimate NNS cord-336496-ib26nqjz 380 8 of of IN cord-336496-ib26nqjz 380 9 columns column NNS cord-336496-ib26nqjz 380 10 1 1 CD cord-336496-ib26nqjz 380 11 and and CC cord-336496-ib26nqjz 380 12 3 3 CD cord-336496-ib26nqjz 380 13 , , , cord-336496-ib26nqjz 380 14 respectively respectively RB cord-336496-ib26nqjz 380 15 . . . cord-336496-ib26nqjz 381 1 Additionally additionally RB cord-336496-ib26nqjz 381 2 , , , cord-336496-ib26nqjz 381 3 relevant relevant JJ cord-336496-ib26nqjz 381 4 first first JJ cord-336496-ib26nqjz 381 5 stage stage NN cord-336496-ib26nqjz 381 6 statistics statistic NNS cord-336496-ib26nqjz 381 7 are be VBP cord-336496-ib26nqjz 381 8 also also RB cord-336496-ib26nqjz 381 9 reported report VBN cord-336496-ib26nqjz 381 10 . . . cord-336496-ib26nqjz 382 1 [ [ -LRB- cord-336496-ib26nqjz 382 2 Column column NN cord-336496-ib26nqjz 382 3 1 1 CD cord-336496-ib26nqjz 382 4 suggests suggest VBZ cord-336496-ib26nqjz 382 5 a a DT cord-336496-ib26nqjz 382 6 one one CD cord-336496-ib26nqjz 382 7 standard standard JJ cord-336496-ib26nqjz 382 8 deviation deviation NN cord-336496-ib26nqjz 382 9 increase increase NN cord-336496-ib26nqjz 382 10 in in IN cord-336496-ib26nqjz 382 11 diversification diversification NN cord-336496-ib26nqjz 382 12 may may MD cord-336496-ib26nqjz 382 13 lead lead VB cord-336496-ib26nqjz 382 14 to to IN cord-336496-ib26nqjz 382 15 a a DT cord-336496-ib26nqjz 382 16 1.34 1.34 CD cord-336496-ib26nqjz 382 17 % % NN cord-336496-ib26nqjz 382 18 reduction reduction NN cord-336496-ib26nqjz 382 19 in in IN cord-336496-ib26nqjz 382 20 price price NN cord-336496-ib26nqjz 382 21 . . . cord-336496-ib26nqjz 383 1 Column column NN cord-336496-ib26nqjz 383 2 2 2 CD cord-336496-ib26nqjz 383 3 indicates indicate VBZ cord-336496-ib26nqjz 383 4 that that IN cord-336496-ib26nqjz 383 5 a a DT cord-336496-ib26nqjz 383 6 1 1 CD cord-336496-ib26nqjz 383 7 % % NN cord-336496-ib26nqjz 383 8 increase increase NN cord-336496-ib26nqjz 383 9 in in IN cord-336496-ib26nqjz 383 10 diversification diversification NN cord-336496-ib26nqjz 383 11 may may MD cord-336496-ib26nqjz 383 12 lead lead VB cord-336496-ib26nqjz 383 13 to to IN cord-336496-ib26nqjz 383 14 a a DT cord-336496-ib26nqjz 383 15 corresponding corresponding JJ cord-336496-ib26nqjz 383 16 0.6 0.6 CD cord-336496-ib26nqjz 383 17 % % NN cord-336496-ib26nqjz 383 18 decrease decrease NN cord-336496-ib26nqjz 383 19 in in IN cord-336496-ib26nqjz 383 20 housing housing NN cord-336496-ib26nqjz 383 21 values value NNS cord-336496-ib26nqjz 383 22 ; ; : cord-336496-ib26nqjz 383 23 however however RB cord-336496-ib26nqjz 383 24 , , , cord-336496-ib26nqjz 383 25 both both DT cord-336496-ib26nqjz 383 26 effects effect NNS cord-336496-ib26nqjz 383 27 are be VBP cord-336496-ib26nqjz 383 28 statistically statistically RB cord-336496-ib26nqjz 383 29 insignificant insignificant JJ cord-336496-ib26nqjz 383 30 . . . cord-336496-ib26nqjz 384 1 Further further RB cord-336496-ib26nqjz 384 2 , , , cord-336496-ib26nqjz 384 3 as as IN cord-336496-ib26nqjz 384 4 shown show VBN cord-336496-ib26nqjz 384 5 in in IN cord-336496-ib26nqjz 384 6 columns column NNS cord-336496-ib26nqjz 384 7 3 3 CD cord-336496-ib26nqjz 384 8 and and CC cord-336496-ib26nqjz 384 9 4 4 CD cord-336496-ib26nqjz 384 10 , , , cord-336496-ib26nqjz 384 11 the the DT cord-336496-ib26nqjz 384 12 magnitudes magnitude NNS cord-336496-ib26nqjz 384 13 of of IN cord-336496-ib26nqjz 384 14 these these DT cord-336496-ib26nqjz 384 15 estimated estimate VBN cord-336496-ib26nqjz 384 16 price price NN cord-336496-ib26nqjz 384 17 decreases decrease NNS cord-336496-ib26nqjz 384 18 are be VBP cord-336496-ib26nqjz 384 19 meaningfully meaningfully RB cord-336496-ib26nqjz 384 20 attenuated attenuate VBN cord-336496-ib26nqjz 384 21 toward toward IN cord-336496-ib26nqjz 384 22 zero zero CD cord-336496-ib26nqjz 384 23 after after IN cord-336496-ib26nqjz 384 24 we -PRON- PRP cord-336496-ib26nqjz 384 25 instrument instrument VBP cord-336496-ib26nqjz 384 26 for for IN cord-336496-ib26nqjz 384 27 diversity diversity NN cord-336496-ib26nqjz 384 28 suggesting suggest VBG cord-336496-ib26nqjz 384 29 there there EX cord-336496-ib26nqjz 384 30 is be VBZ cord-336496-ib26nqjz 384 31 no no DT cord-336496-ib26nqjz 384 32 economically economically RB cord-336496-ib26nqjz 384 33 discernable discernable JJ cord-336496-ib26nqjz 384 34 relationship relationship NN cord-336496-ib26nqjz 384 35 between between IN cord-336496-ib26nqjz 384 36 diversification diversification NN cord-336496-ib26nqjz 384 37 and and CC cord-336496-ib26nqjz 384 38 housing housing NN cord-336496-ib26nqjz 384 39 values value NNS cord-336496-ib26nqjz 384 40 . . . cord-336496-ib26nqjz 385 1 Diversification diversification NN cord-336496-ib26nqjz 385 2 is be VBZ cord-336496-ib26nqjz 385 3 often often RB cord-336496-ib26nqjz 385 4 regarded regard VBN cord-336496-ib26nqjz 385 5 as as IN cord-336496-ib26nqjz 385 6 a a DT cord-336496-ib26nqjz 385 7 positive positive JJ cord-336496-ib26nqjz 385 8 policy policy NN cord-336496-ib26nqjz 385 9 objective objective NN cord-336496-ib26nqjz 385 10 for for IN cord-336496-ib26nqjz 385 11 local local JJ cord-336496-ib26nqjz 385 12 real real JJ cord-336496-ib26nqjz 385 13 estate estate NN cord-336496-ib26nqjz 385 14 markets market NNS cord-336496-ib26nqjz 385 15 in in IN cord-336496-ib26nqjz 385 16 terms term NNS cord-336496-ib26nqjz 385 17 of of IN cord-336496-ib26nqjz 385 18 improving improve VBG cord-336496-ib26nqjz 385 19 price price NN cord-336496-ib26nqjz 385 20 resiliency resiliency NN cord-336496-ib26nqjz 385 21 ; ; : cord-336496-ib26nqjz 385 22 albeit albeit IN cord-336496-ib26nqjz 385 23 , , , cord-336496-ib26nqjz 385 24 this this DT cord-336496-ib26nqjz 385 25 conventional conventional JJ cord-336496-ib26nqjz 385 26 wisdom wisdom NN cord-336496-ib26nqjz 385 27 has have VBZ cord-336496-ib26nqjz 385 28 persisted persist VBN cord-336496-ib26nqjz 385 29 in in IN cord-336496-ib26nqjz 385 30 the the DT cord-336496-ib26nqjz 385 31 absence absence NN cord-336496-ib26nqjz 385 32 of of IN cord-336496-ib26nqjz 385 33 any any DT cord-336496-ib26nqjz 385 34 formal formal JJ cord-336496-ib26nqjz 385 35 empirical empirical JJ cord-336496-ib26nqjz 385 36 evidence evidence NN cord-336496-ib26nqjz 385 37 . . . cord-336496-ib26nqjz 386 1 Our -PRON- PRP$ cord-336496-ib26nqjz 386 2 findings finding NNS cord-336496-ib26nqjz 386 3 demonstrate demonstrate VBP cord-336496-ib26nqjz 386 4 that that IN cord-336496-ib26nqjz 386 5 economic economic JJ cord-336496-ib26nqjz 386 6 diversification diversification NN cord-336496-ib26nqjz 386 7 has have VBZ cord-336496-ib26nqjz 386 8 the the DT cord-336496-ib26nqjz 386 9 two two CD cord-336496-ib26nqjz 386 10 - - HYPH cord-336496-ib26nqjz 386 11 pronged pronged JJ cord-336496-ib26nqjz 386 12 effect effect NN cord-336496-ib26nqjz 386 13 of of IN cord-336496-ib26nqjz 386 14 attenuating attenuate VBG cord-336496-ib26nqjz 386 15 the the DT cord-336496-ib26nqjz 386 16 immediate immediate JJ cord-336496-ib26nqjz 386 17 impact impact NN cord-336496-ib26nqjz 386 18 and and CC cord-336496-ib26nqjz 386 19 the the DT cord-336496-ib26nqjz 386 20 relative relative JJ cord-336496-ib26nqjz 386 21 persistence persistence NN cord-336496-ib26nqjz 386 22 of of IN cord-336496-ib26nqjz 386 23 a a DT cord-336496-ib26nqjz 386 24 shock shock NN cord-336496-ib26nqjz 386 25 in in IN cord-336496-ib26nqjz 386 26 a a DT cord-336496-ib26nqjz 386 27 small small JJ cord-336496-ib26nqjz 386 28 regional regional JJ cord-336496-ib26nqjz 386 29 economy economy NN cord-336496-ib26nqjz 386 30 to to IN cord-336496-ib26nqjz 386 31 local local JJ cord-336496-ib26nqjz 386 32 housing housing NN cord-336496-ib26nqjz 386 33 values value NNS cord-336496-ib26nqjz 386 34 . . . cord-336496-ib26nqjz 387 1 Our -PRON- PRP$ cord-336496-ib26nqjz 387 2 modeling model VBG cord-336496-ib26nqjz 387 3 exercise exercise NN cord-336496-ib26nqjz 387 4 shows show VBZ cord-336496-ib26nqjz 387 5 that that IN cord-336496-ib26nqjz 387 6 diversity diversity NN cord-336496-ib26nqjz 387 7 catalyzes catalyze VBZ cord-336496-ib26nqjz 387 8 the the DT cord-336496-ib26nqjz 387 9 resiliency resiliency NN cord-336496-ib26nqjz 387 10 of of IN cord-336496-ib26nqjz 387 11 the the DT cord-336496-ib26nqjz 387 12 housing housing NN cord-336496-ib26nqjz 387 13 markets market NNS cord-336496-ib26nqjz 387 14 to to IN cord-336496-ib26nqjz 387 15 climate climate NN cord-336496-ib26nqjz 387 16 shocks shock NNS cord-336496-ib26nqjz 387 17 . . . cord-336496-ib26nqjz 388 1 There there EX cord-336496-ib26nqjz 388 2 exists exist VBZ cord-336496-ib26nqjz 388 3 a a DT cord-336496-ib26nqjz 388 4 long long RB cord-336496-ib26nqjz 388 5 - - HYPH cord-336496-ib26nqjz 388 6 standing stand VBG cord-336496-ib26nqjz 388 7 debate debate NN cord-336496-ib26nqjz 388 8 in in IN cord-336496-ib26nqjz 388 9 the the DT cord-336496-ib26nqjz 388 10 literature literature NN cord-336496-ib26nqjz 388 11 on on IN cord-336496-ib26nqjz 388 12 the the DT cord-336496-ib26nqjz 388 13 potential potential JJ cord-336496-ib26nqjz 388 14 " " `` cord-336496-ib26nqjz 388 15 dual dual JJ cord-336496-ib26nqjz 388 16 - - HYPH cord-336496-ib26nqjz 388 17 effects effect NNS cord-336496-ib26nqjz 388 18 " " '' cord-336496-ib26nqjz 388 19 of of IN cord-336496-ib26nqjz 388 20 diversification diversification NN cord-336496-ib26nqjz 388 21 on on IN cord-336496-ib26nqjz 388 22 the the DT cord-336496-ib26nqjz 388 23 regional regional JJ cord-336496-ib26nqjz 388 24 economy economy NN cord-336496-ib26nqjz 388 25 in in IN cord-336496-ib26nqjz 388 26 terms term NNS cord-336496-ib26nqjz 388 27 of of IN cord-336496-ib26nqjz 388 28 the the DT cord-336496-ib26nqjz 388 29 direct direct JJ cord-336496-ib26nqjz 388 30 effect effect NN cord-336496-ib26nqjz 388 31 of of IN cord-336496-ib26nqjz 388 32 diversification diversification NN cord-336496-ib26nqjz 388 33 on on IN cord-336496-ib26nqjz 388 34 regional regional JJ cord-336496-ib26nqjz 388 35 market market NN cord-336496-ib26nqjz 388 36 performance performance NN cord-336496-ib26nqjz 388 37 . . . cord-336496-ib26nqjz 389 1 Through through IN cord-336496-ib26nqjz 389 2 the the DT cord-336496-ib26nqjz 389 3 lens lens NN cord-336496-ib26nqjz 389 4 of of IN cord-336496-ib26nqjz 389 5 the the DT cord-336496-ib26nqjz 389 6 housing housing NN cord-336496-ib26nqjz 389 7 market market NN cord-336496-ib26nqjz 389 8 , , , cord-336496-ib26nqjz 389 9 we -PRON- PRP cord-336496-ib26nqjz 389 10 show show VBP cord-336496-ib26nqjz 389 11 that that IN cord-336496-ib26nqjz 389 12 the the DT cord-336496-ib26nqjz 389 13 concerns concern NNS cord-336496-ib26nqjz 389 14 issued issue VBN cord-336496-ib26nqjz 389 15 in in IN cord-336496-ib26nqjz 389 16 previous previous JJ cord-336496-ib26nqjz 389 17 studies study NNS cord-336496-ib26nqjz 389 18 regarding regard VBG cord-336496-ib26nqjz 389 19 the the DT cord-336496-ib26nqjz 389 20 potential potential JJ cord-336496-ib26nqjz 389 21 downsides downside NNS cord-336496-ib26nqjz 389 22 of of IN cord-336496-ib26nqjz 389 23 diversification diversification NN cord-336496-ib26nqjz 389 24 stemming stem VBG cord-336496-ib26nqjz 389 25 from from IN cord-336496-ib26nqjz 389 26 the the DT cord-336496-ib26nqjz 389 27 microeconomic microeconomic JJ cord-336496-ib26nqjz 389 28 foundations foundation NNS cord-336496-ib26nqjz 389 29 of of IN cord-336496-ib26nqjz 389 30 comparative comparative JJ cord-336496-ib26nqjz 389 31 advantage advantage NN cord-336496-ib26nqjz 389 32 do do VBP cord-336496-ib26nqjz 389 33 not not RB cord-336496-ib26nqjz 389 34 appear appear VB cord-336496-ib26nqjz 389 35 to to TO cord-336496-ib26nqjz 389 36 be be VB cord-336496-ib26nqjz 389 37 warranted warrant VBN cord-336496-ib26nqjz 389 38 . . . cord-336496-ib26nqjz 390 1 After after IN cord-336496-ib26nqjz 390 2 instrumenting instrument VBG cord-336496-ib26nqjz 390 3 for for IN cord-336496-ib26nqjz 390 4 diversity diversity NN cord-336496-ib26nqjz 390 5 , , , cord-336496-ib26nqjz 390 6 we -PRON- PRP cord-336496-ib26nqjz 390 7 find find VBP cord-336496-ib26nqjz 390 8 no no DT cord-336496-ib26nqjz 390 9 economically economically RB cord-336496-ib26nqjz 390 10 meaningful meaningful JJ cord-336496-ib26nqjz 390 11 or or CC cord-336496-ib26nqjz 390 12 statistically statistically RB cord-336496-ib26nqjz 390 13 relevant relevant JJ cord-336496-ib26nqjz 390 14 relationship relationship NN cord-336496-ib26nqjz 390 15 between between IN cord-336496-ib26nqjz 390 16 diversity diversity NN cord-336496-ib26nqjz 390 17 and and CC cord-336496-ib26nqjz 390 18 regional regional JJ cord-336496-ib26nqjz 390 19 housing housing NN cord-336496-ib26nqjz 390 20 values value NNS cord-336496-ib26nqjz 390 21 . . . cord-336496-ib26nqjz 391 1 Considering consider VBG cord-336496-ib26nqjz 391 2 these these DT cord-336496-ib26nqjz 391 3 results result NNS cord-336496-ib26nqjz 391 4 , , , cord-336496-ib26nqjz 391 5 the the DT cord-336496-ib26nqjz 391 6 policy policy NN cord-336496-ib26nqjz 391 7 goal goal NN cord-336496-ib26nqjz 391 8 of of IN cord-336496-ib26nqjz 391 9 improving improve VBG cord-336496-ib26nqjz 391 10 resiliency resiliency NN cord-336496-ib26nqjz 391 11 through through IN cord-336496-ib26nqjz 391 12 diversification diversification NN cord-336496-ib26nqjz 391 13 can can MD cord-336496-ib26nqjz 391 14 likely likely RB cord-336496-ib26nqjz 391 15 be be VB cord-336496-ib26nqjz 391 16 achieved achieve VBN cord-336496-ib26nqjz 391 17 net net NN cord-336496-ib26nqjz 391 18 of of IN cord-336496-ib26nqjz 391 19 ancillary ancillary JJ cord-336496-ib26nqjz 391 20 concerns concern NNS cord-336496-ib26nqjz 391 21 of of IN cord-336496-ib26nqjz 391 22 impeding impede VBG cord-336496-ib26nqjz 391 23 economic economic JJ cord-336496-ib26nqjz 391 24 progress progress NN cord-336496-ib26nqjz 391 25 . . . cord-336496-ib26nqjz 392 1 Albouy Albouy NNP cord-336496-ib26nqjz 392 2 , , , cord-336496-ib26nqjz 392 3 D. D. NNP cord-336496-ib26nqjz 392 4 ( ( -LRB- cord-336496-ib26nqjz 392 5 2 2 CD cord-336496-ib26nqjz 392 6 ) ) -RRB- cord-336496-ib26nqjz 392 7 . . . cord-336496-ib26nqjz 393 1 Standard standard JJ cord-336496-ib26nqjz 393 2 errors error NNS cord-336496-ib26nqjz 393 3 are be VBP cord-336496-ib26nqjz 393 4 reported report VBN cord-336496-ib26nqjz 393 5 in in IN cord-336496-ib26nqjz 393 6 parentheses parenthesis NNS cord-336496-ib26nqjz 393 7 and and CC cord-336496-ib26nqjz 393 8 are be VBP cord-336496-ib26nqjz 393 9 clustered cluster VBN cord-336496-ib26nqjz 393 10 at at IN cord-336496-ib26nqjz 393 11 the the DT cord-336496-ib26nqjz 393 12 MSA MSA NNP cord-336496-ib26nqjz 393 13 level level NN cord-336496-ib26nqjz 393 14 . . . cord-336496-ib26nqjz 394 1 E E NNP cord-336496-ib26nqjz 394 2 < < XX cord-336496-ib26nqjz 394 3 , , , cord-336496-ib26nqjz 394 4 2(3 2(3 NNP cord-336496-ib26nqjz 394 5 D D NNP cord-336496-ib26nqjz 394 6 represents represent VBZ cord-336496-ib26nqjz 394 7 the the DT cord-336496-ib26nqjz 394 8 estimated estimate VBN cord-336496-ib26nqjz 394 9 impact impact NN cord-336496-ib26nqjz 394 10 of of IN cord-336496-ib26nqjz 394 11 a a DT cord-336496-ib26nqjz 394 12 disaster disaster NN cord-336496-ib26nqjz 394 13 on on IN cord-336496-ib26nqjz 394 14 home home NN cord-336496-ib26nqjz 394 15 prices price NNS cord-336496-ib26nqjz 394 16 < < XX cord-336496-ib26nqjz 394 17 years year NNS cord-336496-ib26nqjz 394 18 since since IN cord-336496-ib26nqjz 394 19 a a DT cord-336496-ib26nqjz 394 20 disaster disaster NN cord-336496-ib26nqjz 394 21 struck strike VBD cord-336496-ib26nqjz 394 22 relative relative JJ cord-336496-ib26nqjz 394 23 the the DT cord-336496-ib26nqjz 394 24 year year NN cord-336496-ib26nqjz 394 25 before before IN cord-336496-ib26nqjz 394 26 a a DT cord-336496-ib26nqjz 394 27 disaster disaster NN cord-336496-ib26nqjz 394 28 ( ( -LRB- cord-336496-ib26nqjz 394 29 < < XX cord-336496-ib26nqjz 394 30 = = XX cord-336496-ib26nqjz 395 1 −1 −1 NNP cord-336496-ib26nqjz 396 1 conditional conditional JJ cord-336496-ib26nqjz 396 2 on on IN cord-336496-ib26nqjz 396 3 the the DT cord-336496-ib26nqjz 396 4 jth jth NN cord-336496-ib26nqjz 396 5 percentile percentile NN cord-336496-ib26nqjz 396 6 of of IN cord-336496-ib26nqjz 396 7 economic economic JJ cord-336496-ib26nqjz 396 8 diversity diversity NN cord-336496-ib26nqjz 396 9 , , , cord-336496-ib26nqjz 396 10 DIV DIV NNP cord-336496-ib26nqjz 396 11 j j NNP cord-336496-ib26nqjz 396 12 . . . cord-336496-ib26nqjz 397 1 Estimating estimating NN cord-336496-ib26nqjz 397 2 equation equation NN cord-336496-ib26nqjz 397 3 ( ( -LRB- cord-336496-ib26nqjz 397 4 2 2 CD cord-336496-ib26nqjz 397 5 ) ) -RRB- cord-336496-ib26nqjz 397 6 includes include VBZ cord-336496-ib26nqjz 397 7 year year NN cord-336496-ib26nqjz 397 8 by by IN cord-336496-ib26nqjz 397 9 quarter quarter NN cord-336496-ib26nqjz 397 10 fixed fix VBN cord-336496-ib26nqjz 397 11 effects effect NNS cord-336496-ib26nqjz 397 12 , , , cord-336496-ib26nqjz 397 13 MSA MSA NNP cord-336496-ib26nqjz 397 14 fixed fix VBN cord-336496-ib26nqjz 397 15 effects effect NNS cord-336496-ib26nqjz 397 16 , , , cord-336496-ib26nqjz 397 17 and and CC cord-336496-ib26nqjz 397 18 MSA MSA NNP cord-336496-ib26nqjz 397 19 - - HYPH cord-336496-ib26nqjz 397 20 specific specific JJ cord-336496-ib26nqjz 397 21 linear linear JJ cord-336496-ib26nqjz 397 22 time time NN cord-336496-ib26nqjz 397 23 trends trend NNS cord-336496-ib26nqjz 397 24 . . . cord-336496-ib26nqjz 398 1 ( ( -LRB- cord-336496-ib26nqjz 398 2 1 1 LS cord-336496-ib26nqjz 398 3 ) ) -RRB- cord-336496-ib26nqjz 398 4 ( ( -LRB- cord-336496-ib26nqjz 398 5 14 14 CD cord-336496-ib26nqjz 398 6 ) ) -RRB- cord-336496-ib26nqjz 398 7 . . . cord-336496-ib26nqjz 399 1 Robust robust JJ cord-336496-ib26nqjz 399 2 standard standard JJ cord-336496-ib26nqjz 399 3 errors error NNS cord-336496-ib26nqjz 399 4 in in IN cord-336496-ib26nqjz 399 5 parentheses parenthesis NNS cord-336496-ib26nqjz 399 6 and and CC cord-336496-ib26nqjz 399 7 are be VBP cord-336496-ib26nqjz 399 8 clustered cluster VBN cord-336496-ib26nqjz 399 9 at at IN cord-336496-ib26nqjz 399 10 the the DT cord-336496-ib26nqjz 399 11 county county NN cord-336496-ib26nqjz 399 12 level level NN cord-336496-ib26nqjz 399 13 . . . cord-336496-ib26nqjz 400 1 Out out IN cord-336496-ib26nqjz 400 2 - - HYPH cord-336496-ib26nqjz 400 3 migration migration NN cord-336496-ib26nqjz 400 4 ij ij NN cord-336496-ib26nqjz 400 5 measures measure VBZ cord-336496-ib26nqjz 400 6 the the DT cord-336496-ib26nqjz 400 7 number number NN cord-336496-ib26nqjz 400 8 of of IN cord-336496-ib26nqjz 400 9 people people NNS cord-336496-ib26nqjz 400 10 that that WDT cord-336496-ib26nqjz 400 11 moved move VBD cord-336496-ib26nqjz 400 12 from from IN cord-336496-ib26nqjz 400 13 i i PRP cord-336496-ib26nqjz 400 14 to to IN cord-336496-ib26nqjz 400 15 j. j. NNP cord-336496-ib26nqjz 400 16 Net Net NNP cord-336496-ib26nqjz 400 17 - - HYPH cord-336496-ib26nqjz 400 18 migration migration NN cord-336496-ib26nqjz 401 1 ij ij NNP cord-336496-ib26nqjz 401 2 = = NNP cord-336496-ib26nqjz 401 3 Out Out NNP cord-336496-ib26nqjz 401 4 - - HYPH cord-336496-ib26nqjz 401 5 migration migration NN cord-336496-ib26nqjz 401 6 ij ij NN cord-336496-ib26nqjz 401 7 -In -in NN cord-336496-ib26nqjz 401 8 - - HYPH cord-336496-ib26nqjz 401 9 migration migration NN cord-336496-ib26nqjz 402 1 ij ij NNP cord-336496-ib26nqjz 403 1 where where WRB cord-336496-ib26nqjz 403 2 In in IN cord-336496-ib26nqjz 403 3 - - HYPH cord-336496-ib26nqjz 403 4 migration migration NN cord-336496-ib26nqjz 403 5 ij ij NN cord-336496-ib26nqjz 403 6 measures measure VBZ cord-336496-ib26nqjz 403 7 the the DT cord-336496-ib26nqjz 403 8 number number NN cord-336496-ib26nqjz 403 9 of of IN cord-336496-ib26nqjz 403 10 people people NNS cord-336496-ib26nqjz 403 11 that that WDT cord-336496-ib26nqjz 403 12 moved move VBD cord-336496-ib26nqjz 403 13 to to IN cord-336496-ib26nqjz 403 14 i i PRP cord-336496-ib26nqjz 403 15 from from IN cord-336496-ib26nqjz 403 16 j. j. NNP cord-336496-ib26nqjz 403 17 DIV DIV NNP cord-336496-ib26nqjz 404 1 i i PRP cord-336496-ib26nqjz 404 2 -DIV -div VBP cord-336496-ib26nqjz 404 3 j j NNP cord-336496-ib26nqjz 404 4 represents represent VBZ cord-336496-ib26nqjz 404 5 the the DT cord-336496-ib26nqjz 404 6 difference difference NN cord-336496-ib26nqjz 404 7 in in IN cord-336496-ib26nqjz 404 8 the the DT cord-336496-ib26nqjz 404 9 standardized standardized JJ cord-336496-ib26nqjz 404 10 diversity diversity NN cord-336496-ib26nqjz 404 11 index index NN cord-336496-ib26nqjz 404 12 between between IN cord-336496-ib26nqjz 404 13 county county NN cord-336496-ib26nqjz 404 14 i i NNP cord-336496-ib26nqjz 404 15 and and CC cord-336496-ib26nqjz 404 16 j. j. NNP cord-336496-ib26nqjz 404 17 Disaster Disaster NNP cord-336496-ib26nqjz 405 1 i i PRP cord-336496-ib26nqjz 405 2 is be VBZ cord-336496-ib26nqjz 405 3 a a DT cord-336496-ib26nqjz 405 4 binary binary JJ cord-336496-ib26nqjz 405 5 variable variable NN cord-336496-ib26nqjz 405 6 equal equal JJ cord-336496-ib26nqjz 405 7 to to IN cord-336496-ib26nqjz 405 8 one one CD cord-336496-ib26nqjz 405 9 if if IN cord-336496-ib26nqjz 405 10 county county NN cord-336496-ib26nqjz 405 11 i i PRP cord-336496-ib26nqjz 405 12 experienced experience VBD cord-336496-ib26nqjz 405 13 a a DT cord-336496-ib26nqjz 405 14 disaster disaster NN cord-336496-ib26nqjz 405 15 in in IN cord-336496-ib26nqjz 405 16 2011 2011 CD cord-336496-ib26nqjz 405 17 or or CC cord-336496-ib26nqjz 405 18 2012 2012 CD cord-336496-ib26nqjz 405 19 and and CC cord-336496-ib26nqjz 405 20 zero zero CD cord-336496-ib26nqjz 405 21 otherwise otherwise RB cord-336496-ib26nqjz 405 22 . . . cord-336496-ib26nqjz 406 1 Coefficient coefficient NN cord-336496-ib26nqjz 406 2 estimates estimate NNS cord-336496-ib26nqjz 406 3 for for IN cord-336496-ib26nqjz 406 4 Disaster disaster NN cord-336496-ib26nqjz 406 5 i i PRP cord-336496-ib26nqjz 406 6 thus thus RB cord-336496-ib26nqjz 406 7 represent represent VBP cord-336496-ib26nqjz 406 8 the the DT cord-336496-ib26nqjz 406 9 estimated estimate VBN cord-336496-ib26nqjz 406 10 effect effect NN cord-336496-ib26nqjz 406 11 of of IN cord-336496-ib26nqjz 406 12 a a DT cord-336496-ib26nqjz 406 13 disaster disaster NN cord-336496-ib26nqjz 406 14 on on IN cord-336496-ib26nqjz 406 15 each each DT cord-336496-ib26nqjz 406 16 outcome outcome NN cord-336496-ib26nqjz 406 17 , , , cord-336496-ib26nqjz 406 18 holding hold VBG cord-336496-ib26nqjz 406 19 the the DT cord-336496-ib26nqjz 406 20 relative relative JJ cord-336496-ib26nqjz 406 21 level level NN cord-336496-ib26nqjz 406 22 of of IN cord-336496-ib26nqjz 406 23 diversity diversity NN cord-336496-ib26nqjz 406 24 between between IN cord-336496-ib26nqjz 406 25 regions region NNS cord-336496-ib26nqjz 406 26 constant constant JJ cord-336496-ib26nqjz 406 27 . . . cord-336496-ib26nqjz 407 1 Likewise likewise RB cord-336496-ib26nqjz 407 2 , , , cord-336496-ib26nqjz 407 3 coefficient coefficient NN cord-336496-ib26nqjz 407 4 estimates estimate NNS cord-336496-ib26nqjz 407 5 for for IN cord-336496-ib26nqjz 407 6 2 2 CD cord-336496-ib26nqjz 407 7 × × NN cord-336496-ib26nqjz 407 8 " " `` cord-336496-ib26nqjz 407 9 2(3 2(3 NNP cord-336496-ib26nqjz 407 10 − − NN cord-336496-ib26nqjz 407 11 2(3 2(3 CD cord-336496-ib26nqjz 407 12 D d NN cord-336496-ib26nqjz 407 13 # # NN cord-336496-ib26nqjz 407 14 represent represent VBP cord-336496-ib26nqjz 407 15 the the DT cord-336496-ib26nqjz 407 16 estimated estimate VBN cord-336496-ib26nqjz 407 17 effect effect NN cord-336496-ib26nqjz 407 18 that that IN cord-336496-ib26nqjz 407 19 a a DT cord-336496-ib26nqjz 407 20 relative relative JJ cord-336496-ib26nqjz 407 21 standard standard JJ cord-336496-ib26nqjz 407 22 deviation deviation NN cord-336496-ib26nqjz 407 23 increase increase NN cord-336496-ib26nqjz 407 24 in in IN cord-336496-ib26nqjz 407 25 the the DT cord-336496-ib26nqjz 407 26 diversity diversity NN cord-336496-ib26nqjz 407 27 of of IN cord-336496-ib26nqjz 407 28 region region NN cord-336496-ib26nqjz 407 29 i i PRP cord-336496-ib26nqjz 407 30 has have VBZ cord-336496-ib26nqjz 407 31 on on IN cord-336496-ib26nqjz 407 32 mitigating mitigate VBG cord-336496-ib26nqjz 407 33 or or CC cord-336496-ib26nqjz 407 34 exacerbating exacerbate VBG cord-336496-ib26nqjz 407 35 the the DT cord-336496-ib26nqjz 407 36 average average JJ cord-336496-ib26nqjz 407 37 response response NN cord-336496-ib26nqjz 407 38 to to IN cord-336496-ib26nqjz 407 39 a a DT cord-336496-ib26nqjz 407 40 disaster disaster NN cord-336496-ib26nqjz 407 41 . . . cord-336496-ib26nqjz 408 1 ( ( -LRB- cord-336496-ib26nqjz 408 2 1 1 CD cord-336496-ib26nqjz 408 3 ) ) -RRB- cord-336496-ib26nqjz 409 1 J J NNP cord-336496-ib26nqjz 409 2 o o NN cord-336496-ib26nqjz 409 3 u u NN cord-336496-ib26nqjz 409 4 r r NN cord-336496-ib26nqjz 409 5 n n NN cord-336496-ib26nqjz 409 6 a a DT cord-336496-ib26nqjz 409 7 l l NN cord-336496-ib26nqjz 409 8 P p NN cord-336496-ib26nqjz 409 9 r r NN cord-336496-ib26nqjz 409 10 e e NN cord-336496-ib26nqjz 409 11 -p -p NN cord-336496-ib26nqjz 409 12 r r NN cord-336496-ib26nqjz 409 13 o o NN cord-336496-ib26nqjz 410 1 o o UH cord-336496-ib26nqjz 410 2 f f NNP cord-336496-ib26nqjz 410 3 Notes Notes NNP cord-336496-ib26nqjz 410 4 : : : cord-336496-ib26nqjz 411 1 This this DT cord-336496-ib26nqjz 411 2 table table NN cord-336496-ib26nqjz 411 3 reports report VBZ cord-336496-ib26nqjz 411 4 parameter parameter NN cord-336496-ib26nqjz 411 5 estimates estimate VBZ cord-336496-ib26nqjz 411 6 exp[θ(τ exp[θ(τ NNP cord-336496-ib26nqjz 411 7 , , , cord-336496-ib26nqjz 411 8 DIV DIV NNP cord-336496-ib26nqjz 411 9 j j NNP cord-336496-ib26nqjz 411 10 ) ) -RRB- cord-336496-ib26nqjz 411 11 ] ] -RRB- cord-336496-ib26nqjz 411 12 -1 -1 . cord-336496-ib26nqjz 412 1 obtained obtain VBN cord-336496-ib26nqjz 412 2 from from IN cord-336496-ib26nqjz 412 3 estimating estimate VBG cord-336496-ib26nqjz 412 4 equation equation NN cord-336496-ib26nqjz 412 5 ( ( -LRB- cord-336496-ib26nqjz 412 6 2 2 CD cord-336496-ib26nqjz 412 7 ) ) -RRB- cord-336496-ib26nqjz 412 8 . . . cord-336496-ib26nqjz 413 1 Standard standard JJ cord-336496-ib26nqjz 413 2 errors error NNS cord-336496-ib26nqjz 413 3 are be VBP cord-336496-ib26nqjz 413 4 reported report VBN cord-336496-ib26nqjz 413 5 in in IN cord-336496-ib26nqjz 413 6 parentheses parenthesis NNS cord-336496-ib26nqjz 413 7 and and CC cord-336496-ib26nqjz 413 8 are be VBP cord-336496-ib26nqjz 413 9 clustered cluster VBN cord-336496-ib26nqjz 413 10 at at IN cord-336496-ib26nqjz 413 11 the the DT cord-336496-ib26nqjz 413 12 MSA MSA NNP cord-336496-ib26nqjz 413 13 level level NN cord-336496-ib26nqjz 413 14 . . . cord-336496-ib26nqjz 414 1 E E NNP cord-336496-ib26nqjz 414 2 < < XX cord-336496-ib26nqjz 414 3 , , , cord-336496-ib26nqjz 414 4 2(3 2(3 NNP cord-336496-ib26nqjz 414 5 D D NNP cord-336496-ib26nqjz 414 6 represents represent VBZ cord-336496-ib26nqjz 414 7 the the DT cord-336496-ib26nqjz 414 8 estimated estimate VBN cord-336496-ib26nqjz 414 9 impact impact NN cord-336496-ib26nqjz 414 10 of of IN cord-336496-ib26nqjz 414 11 a a DT cord-336496-ib26nqjz 414 12 disaster disaster NN cord-336496-ib26nqjz 414 13 on on IN cord-336496-ib26nqjz 414 14 home home NN cord-336496-ib26nqjz 414 15 prices price NNS cord-336496-ib26nqjz 414 16 < < XX cord-336496-ib26nqjz 414 17 years year NNS cord-336496-ib26nqjz 414 18 since since IN cord-336496-ib26nqjz 414 19 a a DT cord-336496-ib26nqjz 414 20 disaster disaster NN cord-336496-ib26nqjz 414 21 struck strike VBD cord-336496-ib26nqjz 414 22 relative relative JJ cord-336496-ib26nqjz 414 23 the the DT cord-336496-ib26nqjz 414 24 year year NN cord-336496-ib26nqjz 414 25 before before IN cord-336496-ib26nqjz 414 26 a a DT cord-336496-ib26nqjz 414 27 disaster disaster NN cord-336496-ib26nqjz 414 28 ( ( -LRB- cord-336496-ib26nqjz 414 29 < < XX cord-336496-ib26nqjz 414 30 = = XX cord-336496-ib26nqjz 415 1 −1 −1 NNP cord-336496-ib26nqjz 416 1 conditional conditional JJ cord-336496-ib26nqjz 416 2 on on IN cord-336496-ib26nqjz 416 3 the the DT cord-336496-ib26nqjz 416 4 jth jth NN cord-336496-ib26nqjz 416 5 percentile percentile NN cord-336496-ib26nqjz 416 6 of of IN cord-336496-ib26nqjz 416 7 economic economic JJ cord-336496-ib26nqjz 416 8 diversity diversity NN cord-336496-ib26nqjz 416 9 , , , cord-336496-ib26nqjz 416 10 DIV DIV NNP cord-336496-ib26nqjz 416 11 j j NNP cord-336496-ib26nqjz 416 12 . . . cord-336496-ib26nqjz 417 1 Estimating estimating NN cord-336496-ib26nqjz 417 2 equation equation NN cord-336496-ib26nqjz 417 3 ( ( -LRB- cord-336496-ib26nqjz 417 4 2 2 CD cord-336496-ib26nqjz 417 5 ) ) -RRB- cord-336496-ib26nqjz 417 6 includes include VBZ cord-336496-ib26nqjz 417 7 year year NN cord-336496-ib26nqjz 417 8 by by IN cord-336496-ib26nqjz 417 9 quarter quarter NN cord-336496-ib26nqjz 417 10 fixed fix VBN cord-336496-ib26nqjz 417 11 effects effect NNS cord-336496-ib26nqjz 417 12 , , , cord-336496-ib26nqjz 417 13 MSA MSA NNP cord-336496-ib26nqjz 417 14 fixed fix VBN cord-336496-ib26nqjz 417 15 effects effect NNS cord-336496-ib26nqjz 417 16 , , , cord-336496-ib26nqjz 417 17 and and CC cord-336496-ib26nqjz 417 18 MSA MSA NNP cord-336496-ib26nqjz 417 19 - - HYPH cord-336496-ib26nqjz 417 20 specific specific JJ cord-336496-ib26nqjz 417 21 linear linear JJ cord-336496-ib26nqjz 417 22 time time NN cord-336496-ib26nqjz 417 23 trends trend NNS cord-336496-ib26nqjz 417 24 . . . cord-336496-ib26nqjz 418 1 Notes note NNS cord-336496-ib26nqjz 418 2 : : : cord-336496-ib26nqjz 419 1 This this DT cord-336496-ib26nqjz 419 2 table table NN cord-336496-ib26nqjz 419 3 reports report VBZ cord-336496-ib26nqjz 419 4 parameter parameter NN cord-336496-ib26nqjz 419 5 estimates estimate NNS cord-336496-ib26nqjz 419 6 of of IN cord-336496-ib26nqjz 419 7 E′ e′ RB cord-336496-ib26nqjz 419 8 < < XX cord-336496-ib26nqjz 419 9 , , , cord-336496-ib26nqjz 419 10 2(3 2(3 NNP cord-336496-ib26nqjz 419 11 obtained obtain VBD cord-336496-ib26nqjz 419 12 from from IN cord-336496-ib26nqjz 419 13 estimating estimate VBG cord-336496-ib26nqjz 419 14 equation equation NN cord-336496-ib26nqjz 419 15 ( ( -LRB- cord-336496-ib26nqjz 419 16 5 5 CD cord-336496-ib26nqjz 419 17 ) ) -RRB- cord-336496-ib26nqjz 419 18 . . . cord-336496-ib26nqjz 420 1 Standard standard JJ cord-336496-ib26nqjz 420 2 errors error NNS cord-336496-ib26nqjz 420 3 are be VBP cord-336496-ib26nqjz 420 4 reported report VBN cord-336496-ib26nqjz 420 5 in in IN cord-336496-ib26nqjz 420 6 parentheses parenthesis NNS cord-336496-ib26nqjz 420 7 and and CC cord-336496-ib26nqjz 420 8 are be VBP cord-336496-ib26nqjz 420 9 clustered cluster VBN cord-336496-ib26nqjz 420 10 at at IN cord-336496-ib26nqjz 420 11 the the DT cord-336496-ib26nqjz 420 12 MSA MSA NNP cord-336496-ib26nqjz 420 13 level level NN cord-336496-ib26nqjz 420 14 . . . cord-336496-ib26nqjz 421 1 E′ e′ RB cord-336496-ib26nqjz 422 1 < < XX cord-336496-ib26nqjz 422 2 , , , cord-336496-ib26nqjz 422 3 2(3 2(3 NNP cord-336496-ib26nqjz 422 4 represents represent VBZ cord-336496-ib26nqjz 422 5 the the DT cord-336496-ib26nqjz 422 6 estimated estimate VBN cord-336496-ib26nqjz 422 7 impact impact NN cord-336496-ib26nqjz 422 8 of of IN cord-336496-ib26nqjz 422 9 a a DT cord-336496-ib26nqjz 422 10 disaster disaster NN cord-336496-ib26nqjz 422 11 on on IN cord-336496-ib26nqjz 422 12 home home NN cord-336496-ib26nqjz 422 13 prices price NNS cord-336496-ib26nqjz 422 14 < < XX cord-336496-ib26nqjz 422 15 years year NNS cord-336496-ib26nqjz 422 16 since since IN cord-336496-ib26nqjz 422 17 a a DT cord-336496-ib26nqjz 422 18 disaster disaster NN cord-336496-ib26nqjz 422 19 struck strike VBD cord-336496-ib26nqjz 422 20 relative relative JJ cord-336496-ib26nqjz 422 21 the the DT cord-336496-ib26nqjz 422 22 year year NN cord-336496-ib26nqjz 422 23 before before IN cord-336496-ib26nqjz 422 24 a a DT cord-336496-ib26nqjz 422 25 disaster disaster NN cord-336496-ib26nqjz 422 26 ( ( -LRB- cord-336496-ib26nqjz 422 27 < < XX cord-336496-ib26nqjz 422 28 = = XX cord-336496-ib26nqjz 423 1 −1 −1 NNP cord-336496-ib26nqjz 424 1 conditional conditional JJ cord-336496-ib26nqjz 424 2 on on IN cord-336496-ib26nqjz 424 3 the the DT cord-336496-ib26nqjz 424 4 jth jth NN cord-336496-ib26nqjz 424 5 percentile percentile NN cord-336496-ib26nqjz 424 6 of of IN cord-336496-ib26nqjz 424 7 economic economic JJ cord-336496-ib26nqjz 424 8 diversity diversity NN cord-336496-ib26nqjz 424 9 , , , cord-336496-ib26nqjz 424 10 DIV DIV NNP cord-336496-ib26nqjz 424 11 j j NNP cord-336496-ib26nqjz 424 12 . . . cord-336496-ib26nqjz 425 1 Estimating estimating NN cord-336496-ib26nqjz 425 2 equation equation NN cord-336496-ib26nqjz 425 3 ( ( -LRB- cord-336496-ib26nqjz 425 4 5 5 LS cord-336496-ib26nqjz 425 5 ) ) -RRB- cord-336496-ib26nqjz 425 6 includes include VBZ cord-336496-ib26nqjz 425 7 year year NN cord-336496-ib26nqjz 425 8 by by IN cord-336496-ib26nqjz 425 9 quarter quarter NN cord-336496-ib26nqjz 425 10 fixed fix VBN cord-336496-ib26nqjz 425 11 effects effect NNS cord-336496-ib26nqjz 425 12 , , , cord-336496-ib26nqjz 425 13 MSA MSA NNP cord-336496-ib26nqjz 425 14 fixed fix VBN cord-336496-ib26nqjz 425 15 effects effect NNS cord-336496-ib26nqjz 425 16 , , , cord-336496-ib26nqjz 425 17 and and CC cord-336496-ib26nqjz 425 18 MSA MSA NNP cord-336496-ib26nqjz 425 19 - - HYPH cord-336496-ib26nqjz 425 20 specific specific JJ cord-336496-ib26nqjz 425 21 linear linear JJ cord-336496-ib26nqjz 425 22 time time NN cord-336496-ib26nqjz 425 23 trends trend NNS cord-336496-ib26nqjz 425 24 . . . cord-336496-ib26nqjz 426 1 • • NNP cord-336496-ib26nqjz 427 1 HIJ HIJ NNP cord-336496-ib26nqjz 427 2 where where WRB cord-336496-ib26nqjz 427 3 HIJ HIJ NNP cord-336496-ib26nqjz 427 4 refers refer VBZ cord-336496-ib26nqjz 427 5 to to IN cord-336496-ib26nqjz 427 6 the the DT cord-336496-ib26nqjz 427 7 sample sample NN cord-336496-ib26nqjz 427 8 standard standard JJ cord-336496-ib26nqjz 427 9 deviation deviation NN cord-336496-ib26nqjz 427 10 of of IN cord-336496-ib26nqjz 427 11 diversity diversity NN cord-336496-ib26nqjz 427 12 in in IN cord-336496-ib26nqjz 427 13 the the DT cord-336496-ib26nqjz 427 14 data datum NNS cord-336496-ib26nqjz 427 15 and and CC cord-336496-ib26nqjz 427 16 E e NN cord-336496-ib26nqjz 427 17 < < XX cord-336496-ib26nqjz 427 18 , , , cord-336496-ib26nqjz 427 19 2(3 2(3 NNP cord-336496-ib26nqjz 427 20 the the DT cord-336496-ib26nqjz 427 21 estimated estimate VBN cord-336496-ib26nqjz 427 22 price price NN cord-336496-ib26nqjz 427 23 effect effect NN cord-336496-ib26nqjz 427 24 of of IN cord-336496-ib26nqjz 427 25 a a DT cord-336496-ib26nqjz 427 26 disaster disaster NN cord-336496-ib26nqjz 427 27 < < XX cord-336496-ib26nqjz 427 28 years year NNS cord-336496-ib26nqjz 427 29 after after IN cord-336496-ib26nqjz 427 30 a a DT cord-336496-ib26nqjz 427 31 disaster disaster NN cord-336496-ib26nqjz 427 32 hits hit NNS cord-336496-ib26nqjz 427 33 expressed express VBN cord-336496-ib26nqjz 427 34 as as IN cord-336496-ib26nqjz 427 35 a a DT cord-336496-ib26nqjz 427 36 function function NN cord-336496-ib26nqjz 427 37 of of IN cord-336496-ib26nqjz 427 38 diversity diversity NN cord-336496-ib26nqjz 427 39 obtained obtain VBN cord-336496-ib26nqjz 427 40 from from IN cord-336496-ib26nqjz 427 41 estimating estimate VBG cord-336496-ib26nqjz 427 42 equation equation NN cord-336496-ib26nqjz 427 43 ( ( -LRB- cord-336496-ib26nqjz 427 44 2 2 CD cord-336496-ib26nqjz 427 45 ) ) -RRB- cord-336496-ib26nqjz 427 46 . . . cord-336496-ib26nqjz 428 1 We -PRON- PRP cord-336496-ib26nqjz 428 2 report report VBP cord-336496-ib26nqjz 428 3 p p NN cord-336496-ib26nqjz 428 4 - - HYPH cord-336496-ib26nqjz 428 5 values value NNS cord-336496-ib26nqjz 428 6 associated associate VBN cord-336496-ib26nqjz 428 7 with with IN cord-336496-ib26nqjz 428 8 the the DT cord-336496-ib26nqjz 428 9 test test NN cord-336496-ib26nqjz 428 10 & & CC cord-336496-ib26nqjz 428 11 ] ] -RRB- cord-336496-ib26nqjz 428 12 : : : cord-336496-ib26nqjz 428 13 0 0 NFP cord-336496-ib26nqjz 428 14 [ [ -LRB- cord-336496-ib26nqjz 428 15 , , , cord-336496-ib26nqjz 428 16 ≤ ≤ NN cord-336496-ib26nqjz 428 17 0 0 CD cord-336496-ib26nqjz 428 18 vs. vs. FW cord-336496-ib26nqjz 428 19 & & CC cord-336496-ib26nqjz 428 20 ` ` '' cord-336496-ib26nqjz 428 21 : : : cord-336496-ib26nqjz 428 22 0 0 NFP cord-336496-ib26nqjz 428 23 [ [ -LRB- cord-336496-ib26nqjz 428 24 , , , cord-336496-ib26nqjz 428 25 > > XX cord-336496-ib26nqjz 428 26 0 0 CD cord-336496-ib26nqjz 428 27 in in IN cord-336496-ib26nqjz 428 28 brackets bracket NNS cord-336496-ib26nqjz 428 29 . . . cord-336496-ib26nqjz 429 1 The the DT cord-336496-ib26nqjz 429 2 estimates estimate NNS cord-336496-ib26nqjz 429 3 reported report VBN cord-336496-ib26nqjz 429 4 in in IN cord-336496-ib26nqjz 429 5 column column NN cord-336496-ib26nqjz 429 6 2 2 CD cord-336496-ib26nqjz 429 7 are be VBP cord-336496-ib26nqjz 429 8 based base VBN cord-336496-ib26nqjz 429 9 on on IN cord-336496-ib26nqjz 429 10 estimating estimate VBG cord-336496-ib26nqjz 429 11 equation equation NN cord-336496-ib26nqjz 429 12 ( ( -LRB- cord-336496-ib26nqjz 429 13 2 2 LS cord-336496-ib26nqjz 429 14 ) ) -RRB- cord-336496-ib26nqjz 429 15 without without IN cord-336496-ib26nqjz 429 16 the the DT cord-336496-ib26nqjz 429 17 inclusion inclusion NN cord-336496-ib26nqjz 429 18 of of IN cord-336496-ib26nqjz 429 19 the the DT cord-336496-ib26nqjz 429 20 set set NN cord-336496-ib26nqjz 429 21 of of IN cord-336496-ib26nqjz 429 22 income income NN cord-336496-ib26nqjz 429 23 by by IN cord-336496-ib26nqjz 429 24 industry industry NN cord-336496-ib26nqjz 429 25 controls control NNS cord-336496-ib26nqjz 429 26 . . . cord-336496-ib26nqjz 430 1 In in IN cord-336496-ib26nqjz 430 2 contrast contrast NN cord-336496-ib26nqjz 430 3 , , , cord-336496-ib26nqjz 430 4 the the DT cord-336496-ib26nqjz 430 5 estimates estimate NNS cord-336496-ib26nqjz 430 6 reported report VBN cord-336496-ib26nqjz 430 7 in in IN cord-336496-ib26nqjz 430 8 columns column NNS cord-336496-ib26nqjz 430 9 3 3 CD cord-336496-ib26nqjz 430 10 and and CC cord-336496-ib26nqjz 430 11 4 4 CD cord-336496-ib26nqjz 430 12 estimate estimate NN cord-336496-ib26nqjz 430 13 equation equation NN cord-336496-ib26nqjz 430 14 ( ( -LRB- cord-336496-ib26nqjz 430 15 2 2 LS cord-336496-ib26nqjz 430 16 ) ) -RRB- cord-336496-ib26nqjz 430 17 including include VBG cord-336496-ib26nqjz 430 18 the the DT cord-336496-ib26nqjz 430 19 income income NN cord-336496-ib26nqjz 430 20 by by IN cord-336496-ib26nqjz 430 21 industry industry NN cord-336496-ib26nqjz 430 22 controls control NNS cord-336496-ib26nqjz 430 23 and and CC cord-336496-ib26nqjz 430 24 employment employment NN cord-336496-ib26nqjz 430 25 by by IN cord-336496-ib26nqjz 430 26 industry industry NN cord-336496-ib26nqjz 430 27 controls control NNS cord-336496-ib26nqjz 430 28 , , , cord-336496-ib26nqjz 430 29 respectively respectively RB cord-336496-ib26nqjz 430 30 . . . cord-336496-ib26nqjz 431 1 ( ( -LRB- cord-336496-ib26nqjz 431 2 1 1 LS cord-336496-ib26nqjz 431 3 ) ) -RRB- cord-336496-ib26nqjz 431 4 • • . cord-336496-ib26nqjz 432 1 We -PRON- PRP cord-336496-ib26nqjz 432 2 use use VBP cord-336496-ib26nqjz 432 3 natural natural JJ cord-336496-ib26nqjz 432 4 disasters disaster NNS cord-336496-ib26nqjz 432 5 as as IN cord-336496-ib26nqjz 432 6 a a DT cord-336496-ib26nqjz 432 7 source source NN cord-336496-ib26nqjz 432 8 of of IN cord-336496-ib26nqjz 432 9 exogenous exogenous JJ cord-336496-ib26nqjz 432 10 shocks shock NNS cord-336496-ib26nqjz 432 11 to to TO cord-336496-ib26nqjz 432 12 examine examine VB cord-336496-ib26nqjz 432 13 the the DT cord-336496-ib26nqjz 432 14 effect effect NN cord-336496-ib26nqjz 432 15 of of IN cord-336496-ib26nqjz 432 16 economic economic JJ cord-336496-ib26nqjz 432 17 diversity diversity NN cord-336496-ib26nqjz 432 18 on on IN cord-336496-ib26nqjz 432 19 the the DT cord-336496-ib26nqjz 432 20 resiliency resiliency NN cord-336496-ib26nqjz 432 21 of of IN cord-336496-ib26nqjz 432 22 US US NNP cord-336496-ib26nqjz 432 23 housing housing NN cord-336496-ib26nqjz 432 24 markets market NNS cord-336496-ib26nqjz 432 25 . . . cord-336496-ib26nqjz 433 1 • • NNP cord-336496-ib26nqjz 434 1 Diversity diversity NN cord-336496-ib26nqjz 434 2 dampens dampen VBZ cord-336496-ib26nqjz 434 3 the the DT cord-336496-ib26nqjz 434 4 magnitude magnitude NN cord-336496-ib26nqjz 434 5 and and CC cord-336496-ib26nqjz 434 6 duration duration NN cord-336496-ib26nqjz 434 7 of of IN cord-336496-ib26nqjz 434 8 the the DT cord-336496-ib26nqjz 434 9 effects effect NNS cord-336496-ib26nqjz 434 10 of of IN cord-336496-ib26nqjz 434 11 disasters disaster NNS cord-336496-ib26nqjz 434 12 . . . cord-336496-ib26nqjz 435 1 • • NNP cord-336496-ib26nqjz 436 1 One one CD cord-336496-ib26nqjz 436 2 mechanism mechanism NN cord-336496-ib26nqjz 436 3 is be VBZ cord-336496-ib26nqjz 436 4 suggested suggest VBN cord-336496-ib26nqjz 436 5 by by IN cord-336496-ib26nqjz 436 6 our -PRON- PRP$ cord-336496-ib26nqjz 436 7 subsequent subsequent JJ cord-336496-ib26nqjz 436 8 finding finding NN cord-336496-ib26nqjz 436 9 that that IN cord-336496-ib26nqjz 436 10 outmigration outmigration NN cord-336496-ib26nqjz 436 11 after after IN cord-336496-ib26nqjz 436 12 disasters disaster NNS cord-336496-ib26nqjz 436 13 is be VBZ cord-336496-ib26nqjz 436 14 lower low JJR cord-336496-ib26nqjz 436 15 in in IN cord-336496-ib26nqjz 436 16 more more RBR cord-336496-ib26nqjz 436 17 diverse diverse JJ cord-336496-ib26nqjz 436 18 cities city NNS cord-336496-ib26nqjz 436 19 . . . cord-336496-ib26nqjz 437 1 J J NNP cord-336496-ib26nqjz 437 2 o o NN cord-336496-ib26nqjz 437 3 u u NN cord-336496-ib26nqjz 437 4 r r NN cord-336496-ib26nqjz 437 5 n n NN cord-336496-ib26nqjz 437 6 a a DT cord-336496-ib26nqjz 437 7 l l NN cord-336496-ib26nqjz 437 8 P p NN cord-336496-ib26nqjz 437 9 r r NN cord-336496-ib26nqjz 437 10 e e NN cord-336496-ib26nqjz 437 11 -p -p NN cord-336496-ib26nqjz 438 1 r r LS cord-336496-ib26nqjz 439 1 o o UH cord-336496-ib26nqjz 440 1 o o UH cord-336496-ib26nqjz 440 2 f f NNP cord-336496-ib26nqjz 441 1 Did do VBD cord-336496-ib26nqjz 441 2 the the DT cord-336496-ib26nqjz 441 3 Rust Rust NNP cord-336496-ib26nqjz 441 4 Belt Belt NNP cord-336496-ib26nqjz 441 5 Become become VB cord-336496-ib26nqjz 441 6 Shiny shiny JJ cord-336496-ib26nqjz 441 7 ? ? . cord-336496-ib26nqjz 442 1 A a DT cord-336496-ib26nqjz 442 2 Study Study NNP cord-336496-ib26nqjz 442 3 of of IN cord-336496-ib26nqjz 442 4 Cities Cities NNPS cord-336496-ib26nqjz 442 5 and and CC cord-336496-ib26nqjz 442 6 Counties Counties NNPS cord-336496-ib26nqjz 443 1 That that DT cord-336496-ib26nqjz 443 2 Lost Lost NNP cord-336496-ib26nqjz 443 3 Steel Steel NNP cord-336496-ib26nqjz 443 4 and and CC cord-336496-ib26nqjz 443 5 Auto Auto NNP cord-336496-ib26nqjz 443 6 Jobs Jobs NNP cord-336496-ib26nqjz 443 7 in in IN cord-336496-ib26nqjz 443 8 the the DT cord-336496-ib26nqjz 443 9 1980s 1980 NNS cord-336496-ib26nqjz 443 10 Related related JJ cord-336496-ib26nqjz 443 11 variety variety NN cord-336496-ib26nqjz 443 12 , , , cord-336496-ib26nqjz 443 13 unrelated unrelated JJ cord-336496-ib26nqjz 443 14 variety variety NN cord-336496-ib26nqjz 443 15 and and CC cord-336496-ib26nqjz 443 16 regional regional JJ cord-336496-ib26nqjz 443 17 economic economic JJ cord-336496-ib26nqjz 443 18 growth growth NN cord-336496-ib26nqjz 443 19 Industrial industrial JJ cord-336496-ib26nqjz 443 20 diversity diversity NN cord-336496-ib26nqjz 443 21 , , , cord-336496-ib26nqjz 443 22 growth growth NN cord-336496-ib26nqjz 443 23 , , , cord-336496-ib26nqjz 443 24 and and CC cord-336496-ib26nqjz 443 25 volatility volatility NN cord-336496-ib26nqjz 443 26 in in IN cord-336496-ib26nqjz 443 27 the the DT cord-336496-ib26nqjz 443 28 seven seven CD cord-336496-ib26nqjz 443 29 states state NNS cord-336496-ib26nqjz 443 30 of of IN cord-336496-ib26nqjz 443 31 the the DT cord-336496-ib26nqjz 443 32 Tenth Tenth NNP cord-336496-ib26nqjz 443 33 District District NNP cord-336496-ib26nqjz 443 34 Learning learn VBG cord-336496-ib26nqjz 443 35 about about IN cord-336496-ib26nqjz 443 36 an an DT cord-336496-ib26nqjz 443 37 infrequent infrequent JJ cord-336496-ib26nqjz 443 38 event event NN cord-336496-ib26nqjz 443 39 : : : cord-336496-ib26nqjz 443 40 Evidence evidence NN cord-336496-ib26nqjz 443 41 from from IN cord-336496-ib26nqjz 443 42 flood flood NN cord-336496-ib26nqjz 443 43 insurance insurance NN cord-336496-ib26nqjz 443 44 take take NN cord-336496-ib26nqjz 443 45 - - HYPH cord-336496-ib26nqjz 443 46 up up NN cord-336496-ib26nqjz 443 47 in in IN cord-336496-ib26nqjz 443 48 the the DT cord-336496-ib26nqjz 443 49 United United NNP cord-336496-ib26nqjz 443 50 States States NNP cord-336496-ib26nqjz 444 1 The the DT cord-336496-ib26nqjz 444 2 long long RB cord-336496-ib26nqjz 444 3 - - HYPH cord-336496-ib26nqjz 444 4 run run NN cord-336496-ib26nqjz 444 5 relationship relationship NN cord-336496-ib26nqjz 444 6 between between IN cord-336496-ib26nqjz 444 7 house house NN cord-336496-ib26nqjz 444 8 prices price NNS cord-336496-ib26nqjz 444 9 and and CC cord-336496-ib26nqjz 444 10 income income NN cord-336496-ib26nqjz 444 11 : : : cord-336496-ib26nqjz 444 12 evidence evidence NN cord-336496-ib26nqjz 444 13 from from IN cord-336496-ib26nqjz 444 14 local local JJ cord-336496-ib26nqjz 444 15 housing housing NN cord-336496-ib26nqjz 444 16 markets market NNS cord-336496-ib26nqjz 444 17 Directions direction NNS cord-336496-ib26nqjz 444 18 for for IN cord-336496-ib26nqjz 444 19 diversification diversification NN cord-336496-ib26nqjz 444 20 with with IN cord-336496-ib26nqjz 444 21 an an DT cord-336496-ib26nqjz 444 22 application application NN cord-336496-ib26nqjz 444 23 to to IN cord-336496-ib26nqjz 444 24 Saskatchewan Saskatchewan NNP cord-336496-ib26nqjz 444 25 Growth Growth NNP cord-336496-ib26nqjz 444 26 in in IN cord-336496-ib26nqjz 444 27 cities city NNS cord-336496-ib26nqjz 445 1 Where where WRB cord-336496-ib26nqjz 445 2 are be VBP cord-336496-ib26nqjz 445 3 the the DT cord-336496-ib26nqjz 445 4 speculative speculative JJ cord-336496-ib26nqjz 445 5 bubbles bubble NNS cord-336496-ib26nqjz 445 6 in in IN cord-336496-ib26nqjz 445 7 US US NNP cord-336496-ib26nqjz 445 8 housing housing NN cord-336496-ib26nqjz 445 9 markets market NNS cord-336496-ib26nqjz 445 10 Market market NN cord-336496-ib26nqjz 445 11 responses response NNS cord-336496-ib26nqjz 445 12 to to IN cord-336496-ib26nqjz 445 13 hurricanes hurricane NNS cord-336496-ib26nqjz 445 14 Employment Employment NNP cord-336496-ib26nqjz 445 15 risk risk NN cord-336496-ib26nqjz 445 16 in in IN cord-336496-ib26nqjz 445 17 the the DT cord-336496-ib26nqjz 445 18 U.S. U.S. NNP cord-336496-ib26nqjz 445 19 metropolitan metropolitan JJ cord-336496-ib26nqjz 445 20 and and CC cord-336496-ib26nqjz 445 21 nonmetropolitan nonmetropolitan JJ cord-336496-ib26nqjz 445 22 regions region NNS cord-336496-ib26nqjz 445 23 : : : cord-336496-ib26nqjz 446 1 The the DT cord-336496-ib26nqjz 446 2 influence influence NN cord-336496-ib26nqjz 446 3 of of IN cord-336496-ib26nqjz 446 4 industrial industrial JJ cord-336496-ib26nqjz 446 5 specialization specialization NN cord-336496-ib26nqjz 446 6 on on IN cord-336496-ib26nqjz 446 7 population population NN cord-336496-ib26nqjz 446 8 characteristics characteristic NNS cord-336496-ib26nqjz 446 9 Environmental environmental JJ cord-336496-ib26nqjz 446 10 determinants determinant NNS cord-336496-ib26nqjz 446 11 of of IN cord-336496-ib26nqjz 446 12 housing housing NN cord-336496-ib26nqjz 446 13 prices price NNS cord-336496-ib26nqjz 446 14 : : : cord-336496-ib26nqjz 446 15 the the DT cord-336496-ib26nqjz 446 16 impact impact NN cord-336496-ib26nqjz 446 17 of of IN cord-336496-ib26nqjz 446 18 flood flood NN cord-336496-ib26nqjz 446 19 zone zone NN cord-336496-ib26nqjz 446 20 status status NN