id sid tid token lemma pos qb98mc90825 1 1 this this DET qb98mc90825 1 2 dissertation dissertation NOUN qb98mc90825 1 3 concerns concern VERB qb98mc90825 1 4 the the DET qb98mc90825 1 5 development development NOUN qb98mc90825 1 6 of of ADP qb98mc90825 1 7 a a DET qb98mc90825 1 8 person person NOUN qb98mc90825 1 9 - - PUNCT qb98mc90825 1 10 centered center VERB qb98mc90825 1 11 extension extension NOUN qb98mc90825 1 12 to to ADP qb98mc90825 1 13 the the DET qb98mc90825 1 14 linear linear ADJ qb98mc90825 1 15 model model NOUN qb98mc90825 1 16 that that PRON qb98mc90825 1 17 can can AUX qb98mc90825 1 18 be be AUX qb98mc90825 1 19 used use VERB qb98mc90825 1 20 to to PART qb98mc90825 1 21 test test VERB qb98mc90825 1 22 the the DET qb98mc90825 1 23 association association NOUN qb98mc90825 1 24 of of ADP qb98mc90825 1 25 multivariate multivariate NOUN qb98mc90825 1 26 outcome outcome NOUN qb98mc90825 1 27 data datum NOUN qb98mc90825 1 28 and and CCONJ qb98mc90825 1 29 a a DET qb98mc90825 1 30 set set NOUN qb98mc90825 1 31 of of ADP qb98mc90825 1 32 covariates covariate NOUN qb98mc90825 1 33 . . PUNCT qb98mc90825 2 1 while while SCONJ qb98mc90825 2 2 the the DET qb98mc90825 2 3 focus focus NOUN qb98mc90825 2 4 of of ADP qb98mc90825 2 5 the the DET qb98mc90825 2 6 standard standard ADJ qb98mc90825 2 7 linear linear PROPN qb98mc90825 2 8 model model NOUN qb98mc90825 2 9 test test NOUN qb98mc90825 2 10 statistic statistic NOUN qb98mc90825 2 11 is be AUX qb98mc90825 2 12 the the DET qb98mc90825 2 13 sum sum NOUN qb98mc90825 2 14 of of ADP qb98mc90825 2 15 squares square NOUN qb98mc90825 2 16 of of ADP qb98mc90825 2 17 the the DET qb98mc90825 2 18 outcome outcome NOUN qb98mc90825 2 19 variable(s variable(s NOUN qb98mc90825 2 20 ) ) PUNCT qb98mc90825 2 21 , , PUNCT qb98mc90825 2 22 the the DET qb98mc90825 2 23 focus focus NOUN qb98mc90825 2 24 of of ADP qb98mc90825 2 25 the the DET qb98mc90825 2 26 multivariate multivariate NOUN qb98mc90825 2 27 distance distance NOUN qb98mc90825 2 28 matrix matrix NOUN qb98mc90825 2 29 regression regression NOUN qb98mc90825 2 30 ( ( PUNCT qb98mc90825 2 31 mdmr mdmr PROPN qb98mc90825 2 32 ) ) PUNCT qb98mc90825 2 33 test test NOUN qb98mc90825 2 34 statistic statistic NOUN qb98mc90825 2 35 is be AUX qb98mc90825 2 36 the the DET qb98mc90825 2 37 sum sum NOUN qb98mc90825 2 38 of of ADP qb98mc90825 2 39 squared squared ADJ qb98mc90825 2 40 distances distance NOUN qb98mc90825 2 41 between between ADP qb98mc90825 2 42 response response NOUN qb98mc90825 2 43 profiles profile NOUN qb98mc90825 2 44 . . PUNCT qb98mc90825 3 1 the the DET qb98mc90825 3 2 freedom freedom NOUN qb98mc90825 3 3 to to PART qb98mc90825 3 4 choose choose VERB qb98mc90825 3 5 any any DET qb98mc90825 3 6 distance distance NOUN qb98mc90825 3 7 metric metric ADJ qb98mc90825 3 8 to to PART qb98mc90825 3 9 quantify quantify VERB qb98mc90825 3 10 the the DET qb98mc90825 3 11 dissimilarity dissimilarity NOUN qb98mc90825 3 12 between between ADP qb98mc90825 3 13 these these DET qb98mc90825 3 14 response response NOUN qb98mc90825 3 15 profiles profile NOUN qb98mc90825 3 16 can can AUX qb98mc90825 3 17 result result VERB qb98mc90825 3 18 in in ADP qb98mc90825 3 19 the the DET qb98mc90825 3 20 relaxation relaxation NOUN qb98mc90825 3 21 of of ADP qb98mc90825 3 22 several several ADJ qb98mc90825 3 23 assumptions assumption NOUN qb98mc90825 3 24 that that PRON qb98mc90825 3 25 are be AUX qb98mc90825 3 26 commonly commonly ADV qb98mc90825 3 27 required require VERB qb98mc90825 3 28 to to PART qb98mc90825 3 29 conduct conduct VERB qb98mc90825 3 30 multivariate multivariate NOUN qb98mc90825 3 31 association association NOUN qb98mc90825 3 32 tests test NOUN qb98mc90825 3 33 . . PUNCT qb98mc90825 4 1 this this PRON qb98mc90825 4 2 renders render VERB qb98mc90825 4 3 mdmr mdmr INTJ qb98mc90825 4 4 a a DET qb98mc90825 4 5 flexible flexible ADJ qb98mc90825 4 6 , , PUNCT qb98mc90825 4 7 powerful powerful ADJ qb98mc90825 4 8 alternative alternative NOUN qb98mc90825 4 9 to to ADP qb98mc90825 4 10 standard standard ADJ qb98mc90825 4 11 approaches approach NOUN qb98mc90825 4 12 to to PART qb98mc90825 4 13 multivariate multivariate VERB qb98mc90825 4 14 multiple multiple ADJ qb98mc90825 4 15 regression regression NOUN qb98mc90825 4 16 . . PUNCT qb98mc90825 5 1 mdmr mdmr PROPN qb98mc90825 5 2 , , PUNCT qb98mc90825 5 3 however however ADV qb98mc90825 5 4 , , PUNCT qb98mc90825 5 5 is be AUX qb98mc90825 5 6 not not PART qb98mc90825 5 7 commonly commonly ADV qb98mc90825 5 8 used use VERB qb98mc90825 5 9 in in ADP qb98mc90825 5 10 the the DET qb98mc90825 5 11 social social ADJ qb98mc90825 5 12 sciences science NOUN qb98mc90825 5 13 , , PUNCT qb98mc90825 5 14 and and CCONJ qb98mc90825 5 15 this this PRON qb98mc90825 5 16 is be AUX qb98mc90825 5 17 partially partially ADV qb98mc90825 5 18 due due ADJ qb98mc90825 5 19 to to ADP qb98mc90825 5 20 three three NUM qb98mc90825 5 21 key key ADJ qb98mc90825 5 22 issues issue NOUN qb98mc90825 5 23 that that PRON qb98mc90825 5 24 are be AUX qb98mc90825 5 25 addressed address VERB qb98mc90825 5 26 in in ADP qb98mc90825 5 27 this this DET qb98mc90825 5 28 dissertation dissertation NOUN qb98mc90825 5 29 : : PUNCT qb98mc90825 5 30 ( ( PUNCT qb98mc90825 5 31 1 1 X qb98mc90825 5 32 ) ) PUNCT qb98mc90825 5 33 the the DET qb98mc90825 5 34 null null ADJ qb98mc90825 5 35 distribution distribution NOUN qb98mc90825 5 36 of of ADP qb98mc90825 5 37 the the DET qb98mc90825 5 38 mdmr mdmr PROPN qb98mc90825 5 39 test test NOUN qb98mc90825 5 40 statistic statistic NOUN qb98mc90825 5 41 is be AUX qb98mc90825 5 42 unknown unknown ADJ qb98mc90825 5 43 , , PUNCT qb98mc90825 5 44 so so SCONJ qb98mc90825 5 45 the the DET qb98mc90825 5 46 computation computation NOUN qb98mc90825 5 47 of of ADP qb98mc90825 5 48 p p NOUN qb98mc90825 5 49 - - PUNCT qb98mc90825 5 50 values value NOUN qb98mc90825 5 51 is be AUX qb98mc90825 5 52 currently currently ADV qb98mc90825 5 53 contingent contingent ADJ qb98mc90825 5 54 upon upon SCONJ qb98mc90825 5 55 permutation permutation NOUN qb98mc90825 5 56 tests test NOUN qb98mc90825 5 57 that that PRON qb98mc90825 5 58 can can AUX qb98mc90825 5 59 be be AUX qb98mc90825 5 60 computationally computationally ADV qb98mc90825 5 61 infeasible infeasible ADJ qb98mc90825 5 62 , , PUNCT qb98mc90825 5 63 ( ( PUNCT qb98mc90825 5 64 2 2 X qb98mc90825 5 65 ) ) PUNCT qb98mc90825 5 66 the the DET qb98mc90825 5 67 mdmr mdmr PROPN qb98mc90825 5 68 framework framework NOUN qb98mc90825 5 69 does do AUX qb98mc90825 5 70 not not PART qb98mc90825 5 71 provide provide VERB qb98mc90825 5 72 a a DET qb98mc90825 5 73 useful useful ADJ qb98mc90825 5 74 measure measure NOUN qb98mc90825 5 75 of of ADP qb98mc90825 5 76 effect effect NOUN qb98mc90825 5 77 size size NOUN qb98mc90825 5 78 for for ADP qb98mc90825 5 79 specific specific ADJ qb98mc90825 5 80 outcome outcome NOUN qb98mc90825 5 81 variables variable NOUN qb98mc90825 5 82 , , PUNCT qb98mc90825 5 83 and and CCONJ qb98mc90825 5 84 ( ( PUNCT qb98mc90825 5 85 3 3 X qb98mc90825 5 86 ) ) PUNCT qb98mc90825 5 87 the the DET qb98mc90825 5 88 mdmr mdmr ADJ qb98mc90825 5 89 framework framework NOUN qb98mc90825 5 90 relies rely VERB qb98mc90825 5 91 on on ADP qb98mc90825 5 92 the the DET qb98mc90825 5 93 assumption assumption NOUN qb98mc90825 5 94 of of ADP qb98mc90825 5 95 independent independent ADJ qb98mc90825 5 96 observations observation NOUN qb98mc90825 5 97 . . PUNCT