id sid tid token lemma pos work_geqtmszy6nhkdfeupzkzylbkse 1 1 Antonello Antonello NNP work_geqtmszy6nhkdfeupzkzylbkse 1 2 Eugenio Eugenio NNP work_geqtmszy6nhkdfeupzkzylbkse 1 3 Scorcu Scorcu NNP work_geqtmszy6nhkdfeupzkzylbkse 1 4 University University NNP work_geqtmszy6nhkdfeupzkzylbkse 1 5 of of IN work_geqtmszy6nhkdfeupzkzylbkse 1 6 Bologna Bologna NNPS work_geqtmszy6nhkdfeupzkzylbkse 1 7 and and CC work_geqtmszy6nhkdfeupzkzylbkse 1 8 The the DT work_geqtmszy6nhkdfeupzkzylbkse 1 9 Rimini Rimini NNP work_geqtmszy6nhkdfeupzkzylbkse 1 10 Centre Centre NNP work_geqtmszy6nhkdfeupzkzylbkse 1 11 for for IN work_geqtmszy6nhkdfeupzkzylbkse 1 12 Economic Economic NNP work_geqtmszy6nhkdfeupzkzylbkse 1 13 Analysis Analysis NNP work_geqtmszy6nhkdfeupzkzylbkse 1 14 , , , work_geqtmszy6nhkdfeupzkzylbkse 1 15 Italy Italy NNP work_geqtmszy6nhkdfeupzkzylbkse 1 16 Roberto Roberto NNP work_geqtmszy6nhkdfeupzkzylbkse 1 17 Zanola Zanola NNP work_geqtmszy6nhkdfeupzkzylbkse 1 18 University University NNP work_geqtmszy6nhkdfeupzkzylbkse 1 19 of of IN work_geqtmszy6nhkdfeupzkzylbkse 1 20 Eastern Eastern NNP work_geqtmszy6nhkdfeupzkzylbkse 1 21 Piedmont Piedmont NNP work_geqtmszy6nhkdfeupzkzylbkse 1 22 and and CC work_geqtmszy6nhkdfeupzkzylbkse 1 23 The the DT work_geqtmszy6nhkdfeupzkzylbkse 1 24 Rimini Rimini NNP work_geqtmszy6nhkdfeupzkzylbkse 1 25 Centre Centre NNP work_geqtmszy6nhkdfeupzkzylbkse 1 26 for for IN work_geqtmszy6nhkdfeupzkzylbkse 1 27 Economic Economic NNP work_geqtmszy6nhkdfeupzkzylbkse 1 28 Analysis Analysis NNP work_geqtmszy6nhkdfeupzkzylbkse 1 29 , , , work_geqtmszy6nhkdfeupzkzylbkse 1 30 Italy Italy NNP work_geqtmszy6nhkdfeupzkzylbkse 1 31 THE the DT work_geqtmszy6nhkdfeupzkzylbkse 1 32 ‘ ' `` work_geqtmszy6nhkdfeupzkzylbkse 1 33 RIGHT right NN work_geqtmszy6nhkdfeupzkzylbkse 1 34 ’ ' '' work_geqtmszy6nhkdfeupzkzylbkse 1 35 PRICE price NN work_geqtmszy6nhkdfeupzkzylbkse 1 36 FOR for IN work_geqtmszy6nhkdfeupzkzylbkse 1 37 ART art NN work_geqtmszy6nhkdfeupzkzylbkse 1 38 COLLECTIBLES collectible NNS work_geqtmszy6nhkdfeupzkzylbkse 1 39 . . . work_geqtmszy6nhkdfeupzkzylbkse 2 1 A a DT work_geqtmszy6nhkdfeupzkzylbkse 2 2 QUANTILE QUANTILE NNP work_geqtmszy6nhkdfeupzkzylbkse 2 3 HEDONIC HEDONIC NNP work_geqtmszy6nhkdfeupzkzylbkse 2 4 REGRESSION REGRESSION VBD work_geqtmszy6nhkdfeupzkzylbkse 2 5 INVESTIGATION INVESTIGATION NNP work_geqtmszy6nhkdfeupzkzylbkse 2 6 OF of IN work_geqtmszy6nhkdfeupzkzylbkse 2 7 PICASSO PICASSO NNP work_geqtmszy6nhkdfeupzkzylbkse 2 8 PAINTINGS PAINTINGS NNP work_geqtmszy6nhkdfeupzkzylbkse 2 9 Copyright copyright NN work_geqtmszy6nhkdfeupzkzylbkse 2 10 belongs belong VBZ work_geqtmszy6nhkdfeupzkzylbkse 2 11 to to IN work_geqtmszy6nhkdfeupzkzylbkse 2 12 the the DT work_geqtmszy6nhkdfeupzkzylbkse 2 13 author author NN work_geqtmszy6nhkdfeupzkzylbkse 2 14 . . . work_geqtmszy6nhkdfeupzkzylbkse 3 1 Small small JJ work_geqtmszy6nhkdfeupzkzylbkse 3 2 sections section NNS work_geqtmszy6nhkdfeupzkzylbkse 3 3 of of IN work_geqtmszy6nhkdfeupzkzylbkse 3 4 the the DT work_geqtmszy6nhkdfeupzkzylbkse 3 5 text text NN work_geqtmszy6nhkdfeupzkzylbkse 3 6 , , , work_geqtmszy6nhkdfeupzkzylbkse 3 7 not not RB work_geqtmszy6nhkdfeupzkzylbkse 3 8 exceeding exceed VBG work_geqtmszy6nhkdfeupzkzylbkse 3 9 three three CD work_geqtmszy6nhkdfeupzkzylbkse 3 10 paragraphs paragraph NNS work_geqtmszy6nhkdfeupzkzylbkse 3 11 , , , work_geqtmszy6nhkdfeupzkzylbkse 3 12 can can MD work_geqtmszy6nhkdfeupzkzylbkse 3 13 be be VB work_geqtmszy6nhkdfeupzkzylbkse 3 14 used use VBN work_geqtmszy6nhkdfeupzkzylbkse 3 15 provided provide VBN work_geqtmszy6nhkdfeupzkzylbkse 3 16 proper proper JJ work_geqtmszy6nhkdfeupzkzylbkse 3 17 acknowledgement acknowledgement NN work_geqtmszy6nhkdfeupzkzylbkse 3 18 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 3 19 given give VBN work_geqtmszy6nhkdfeupzkzylbkse 3 20 . . . work_geqtmszy6nhkdfeupzkzylbkse 4 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 4 2 Rimini Rimini NNP work_geqtmszy6nhkdfeupzkzylbkse 4 3 Centre Centre NNP work_geqtmszy6nhkdfeupzkzylbkse 4 4 for for IN work_geqtmszy6nhkdfeupzkzylbkse 4 5 Economic Economic NNP work_geqtmszy6nhkdfeupzkzylbkse 4 6 Analysis Analysis NNP work_geqtmszy6nhkdfeupzkzylbkse 4 7 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 4 8 RCEA RCEA NNP work_geqtmszy6nhkdfeupzkzylbkse 4 9 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 4 10 was be VBD work_geqtmszy6nhkdfeupzkzylbkse 4 11 established establish VBN work_geqtmszy6nhkdfeupzkzylbkse 4 12 in in IN work_geqtmszy6nhkdfeupzkzylbkse 4 13 March March NNP work_geqtmszy6nhkdfeupzkzylbkse 4 14 2007 2007 CD work_geqtmszy6nhkdfeupzkzylbkse 4 15 . . . work_geqtmszy6nhkdfeupzkzylbkse 5 1 RCEA RCEA NNP work_geqtmszy6nhkdfeupzkzylbkse 5 2 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 5 3 a a DT work_geqtmszy6nhkdfeupzkzylbkse 5 4 private private JJ work_geqtmszy6nhkdfeupzkzylbkse 5 5 , , , work_geqtmszy6nhkdfeupzkzylbkse 5 6 nonprofit nonprofit JJ work_geqtmszy6nhkdfeupzkzylbkse 5 7 organization organization NN work_geqtmszy6nhkdfeupzkzylbkse 5 8 dedicated dedicate VBN work_geqtmszy6nhkdfeupzkzylbkse 5 9 to to IN work_geqtmszy6nhkdfeupzkzylbkse 5 10 independent independent JJ work_geqtmszy6nhkdfeupzkzylbkse 5 11 research research NN work_geqtmszy6nhkdfeupzkzylbkse 5 12 in in IN work_geqtmszy6nhkdfeupzkzylbkse 5 13 Applied Applied NNP work_geqtmszy6nhkdfeupzkzylbkse 5 14 and and CC work_geqtmszy6nhkdfeupzkzylbkse 5 15 Theoretical Theoretical NNP work_geqtmszy6nhkdfeupzkzylbkse 5 16 Economics Economics NNP work_geqtmszy6nhkdfeupzkzylbkse 5 17 and and CC work_geqtmszy6nhkdfeupzkzylbkse 5 18 related related JJ work_geqtmszy6nhkdfeupzkzylbkse 5 19 fields field NNS work_geqtmszy6nhkdfeupzkzylbkse 5 20 . . . work_geqtmszy6nhkdfeupzkzylbkse 6 1 RCEA RCEA NNP work_geqtmszy6nhkdfeupzkzylbkse 6 2 organizes organize VBZ work_geqtmszy6nhkdfeupzkzylbkse 6 3 seminars seminar NNS work_geqtmszy6nhkdfeupzkzylbkse 6 4 and and CC work_geqtmszy6nhkdfeupzkzylbkse 6 5 workshops workshop NNS work_geqtmszy6nhkdfeupzkzylbkse 6 6 , , , work_geqtmszy6nhkdfeupzkzylbkse 6 7 sponsors sponsor VBZ work_geqtmszy6nhkdfeupzkzylbkse 6 8 a a DT work_geqtmszy6nhkdfeupzkzylbkse 6 9 general general JJ work_geqtmszy6nhkdfeupzkzylbkse 6 10 interest interest NN work_geqtmszy6nhkdfeupzkzylbkse 6 11 journal journal NN work_geqtmszy6nhkdfeupzkzylbkse 6 12 The the DT work_geqtmszy6nhkdfeupzkzylbkse 6 13 Review Review NNP work_geqtmszy6nhkdfeupzkzylbkse 6 14 of of IN work_geqtmszy6nhkdfeupzkzylbkse 6 15 Economic Economic NNP work_geqtmszy6nhkdfeupzkzylbkse 6 16 Analysis Analysis NNP work_geqtmszy6nhkdfeupzkzylbkse 6 17 , , , work_geqtmszy6nhkdfeupzkzylbkse 6 18 and and CC work_geqtmszy6nhkdfeupzkzylbkse 6 19 organizes organize VBZ work_geqtmszy6nhkdfeupzkzylbkse 6 20 a a DT work_geqtmszy6nhkdfeupzkzylbkse 6 21 biennial biennial JJ work_geqtmszy6nhkdfeupzkzylbkse 6 22 conference conference NN work_geqtmszy6nhkdfeupzkzylbkse 6 23 : : : work_geqtmszy6nhkdfeupzkzylbkse 6 24 The the DT work_geqtmszy6nhkdfeupzkzylbkse 6 25 Rimini Rimini NNP work_geqtmszy6nhkdfeupzkzylbkse 6 26 Conference Conference NNP work_geqtmszy6nhkdfeupzkzylbkse 6 27 in in IN work_geqtmszy6nhkdfeupzkzylbkse 6 28 Economics Economics NNP work_geqtmszy6nhkdfeupzkzylbkse 6 29 and and CC work_geqtmszy6nhkdfeupzkzylbkse 6 30 Finance Finance NNP work_geqtmszy6nhkdfeupzkzylbkse 6 31 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 6 32 RCEF RCEF NNP work_geqtmszy6nhkdfeupzkzylbkse 6 33 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 6 34 . . . work_geqtmszy6nhkdfeupzkzylbkse 7 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 7 2 RCEA RCEA NNP work_geqtmszy6nhkdfeupzkzylbkse 7 3 has have VBZ work_geqtmszy6nhkdfeupzkzylbkse 7 4 a a DT work_geqtmszy6nhkdfeupzkzylbkse 7 5 Canadian canadian JJ work_geqtmszy6nhkdfeupzkzylbkse 7 6 branch branch NN work_geqtmszy6nhkdfeupzkzylbkse 7 7 : : : work_geqtmszy6nhkdfeupzkzylbkse 7 8 The the DT work_geqtmszy6nhkdfeupzkzylbkse 7 9 Rimini Rimini NNP work_geqtmszy6nhkdfeupzkzylbkse 7 10 Centre Centre NNP work_geqtmszy6nhkdfeupzkzylbkse 7 11 for for IN work_geqtmszy6nhkdfeupzkzylbkse 7 12 Economic Economic NNP work_geqtmszy6nhkdfeupzkzylbkse 7 13 Analysis Analysis NNP work_geqtmszy6nhkdfeupzkzylbkse 7 14 in in IN work_geqtmszy6nhkdfeupzkzylbkse 7 15 Canada Canada NNP work_geqtmszy6nhkdfeupzkzylbkse 7 16 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 7 17 RCEA- RCEA- NNP work_geqtmszy6nhkdfeupzkzylbkse 7 18 Canada Canada NNP work_geqtmszy6nhkdfeupzkzylbkse 7 19 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 7 20 . . . work_geqtmszy6nhkdfeupzkzylbkse 8 1 Scientific scientific JJ work_geqtmszy6nhkdfeupzkzylbkse 8 2 work work NN work_geqtmszy6nhkdfeupzkzylbkse 8 3 contributed contribute VBN work_geqtmszy6nhkdfeupzkzylbkse 8 4 by by IN work_geqtmszy6nhkdfeupzkzylbkse 8 5 the the DT work_geqtmszy6nhkdfeupzkzylbkse 8 6 RCEA RCEA NNP work_geqtmszy6nhkdfeupzkzylbkse 8 7 Scholars Scholars NNPS work_geqtmszy6nhkdfeupzkzylbkse 8 8 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 8 9 published publish VBN work_geqtmszy6nhkdfeupzkzylbkse 8 10 in in IN work_geqtmszy6nhkdfeupzkzylbkse 8 11 the the DT work_geqtmszy6nhkdfeupzkzylbkse 8 12 RCEA RCEA NNP work_geqtmszy6nhkdfeupzkzylbkse 8 13 Working Working NNP work_geqtmszy6nhkdfeupzkzylbkse 8 14 Papers Papers NNPS work_geqtmszy6nhkdfeupzkzylbkse 8 15 and and CC work_geqtmszy6nhkdfeupzkzylbkse 8 16 Professional Professional NNP work_geqtmszy6nhkdfeupzkzylbkse 8 17 Report Report NNP work_geqtmszy6nhkdfeupzkzylbkse 8 18 series series NN work_geqtmszy6nhkdfeupzkzylbkse 8 19 . . . work_geqtmszy6nhkdfeupzkzylbkse 9 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 9 2 views view NNS work_geqtmszy6nhkdfeupzkzylbkse 9 3 expressed express VBN work_geqtmszy6nhkdfeupzkzylbkse 9 4 in in IN work_geqtmszy6nhkdfeupzkzylbkse 9 5 this this DT work_geqtmszy6nhkdfeupzkzylbkse 9 6 paper paper NN work_geqtmszy6nhkdfeupzkzylbkse 9 7 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 9 8 those those DT work_geqtmszy6nhkdfeupzkzylbkse 9 9 of of IN work_geqtmszy6nhkdfeupzkzylbkse 9 10 the the DT work_geqtmszy6nhkdfeupzkzylbkse 9 11 authors author NNS work_geqtmszy6nhkdfeupzkzylbkse 9 12 . . . work_geqtmszy6nhkdfeupzkzylbkse 10 1 No no DT work_geqtmszy6nhkdfeupzkzylbkse 10 2 responsibility responsibility NN work_geqtmszy6nhkdfeupzkzylbkse 10 3 for for IN work_geqtmszy6nhkdfeupzkzylbkse 10 4 them -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 10 5 should should MD work_geqtmszy6nhkdfeupzkzylbkse 10 6 be be VB work_geqtmszy6nhkdfeupzkzylbkse 10 7 attributed attribute VBN work_geqtmszy6nhkdfeupzkzylbkse 10 8 to to IN work_geqtmszy6nhkdfeupzkzylbkse 10 9 the the DT work_geqtmszy6nhkdfeupzkzylbkse 10 10 Rimini Rimini NNP work_geqtmszy6nhkdfeupzkzylbkse 10 11 Centre Centre NNP work_geqtmszy6nhkdfeupzkzylbkse 10 12 for for IN work_geqtmszy6nhkdfeupzkzylbkse 10 13 Economic Economic NNP work_geqtmszy6nhkdfeupzkzylbkse 10 14 Analysis Analysis NNP work_geqtmszy6nhkdfeupzkzylbkse 10 15 . . . work_geqtmszy6nhkdfeupzkzylbkse 11 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 11 2 Rimini Rimini NNP work_geqtmszy6nhkdfeupzkzylbkse 11 3 Centre Centre NNP work_geqtmszy6nhkdfeupzkzylbkse 11 4 for for IN work_geqtmszy6nhkdfeupzkzylbkse 11 5 Economic Economic NNP work_geqtmszy6nhkdfeupzkzylbkse 11 6 Analysis Analysis NNP work_geqtmszy6nhkdfeupzkzylbkse 11 7 Legal legal JJ work_geqtmszy6nhkdfeupzkzylbkse 11 8 address address NN work_geqtmszy6nhkdfeupzkzylbkse 11 9 : : : work_geqtmszy6nhkdfeupzkzylbkse 11 10 Via via IN work_geqtmszy6nhkdfeupzkzylbkse 11 11 Angherà Angherà NNP work_geqtmszy6nhkdfeupzkzylbkse 11 12 , , , work_geqtmszy6nhkdfeupzkzylbkse 11 13 22 22 CD work_geqtmszy6nhkdfeupzkzylbkse 11 14 – – : work_geqtmszy6nhkdfeupzkzylbkse 11 15 Head Head NNP work_geqtmszy6nhkdfeupzkzylbkse 11 16 office office NN work_geqtmszy6nhkdfeupzkzylbkse 11 17 : : : work_geqtmszy6nhkdfeupzkzylbkse 11 18 Via Via NNP work_geqtmszy6nhkdfeupzkzylbkse 11 19 Patara Patara NNP work_geqtmszy6nhkdfeupzkzylbkse 11 20 , , , work_geqtmszy6nhkdfeupzkzylbkse 11 21 3 3 CD work_geqtmszy6nhkdfeupzkzylbkse 11 22 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 11 23 47900 47900 CD work_geqtmszy6nhkdfeupzkzylbkse 11 24 Rimini Rimini NNP work_geqtmszy6nhkdfeupzkzylbkse 11 25 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 11 26 RN RN NNP work_geqtmszy6nhkdfeupzkzylbkse 11 27 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 11 28 – – : work_geqtmszy6nhkdfeupzkzylbkse 11 29 Italy Italy NNP work_geqtmszy6nhkdfeupzkzylbkse 11 30 www.rcfea.org www.rcfea.org NNP work_geqtmszy6nhkdfeupzkzylbkse 11 31 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 11 32 secretary@rcfea.org secretary@rcfea.org NNP work_geqtmszy6nhkdfeupzkzylbkse 11 33 WP WP NNP work_geqtmszy6nhkdfeupzkzylbkse 11 34 01_10 01_10 NN work_geqtmszy6nhkdfeupzkzylbkse 11 35 mailto:secretary@rcfea.org mailto:secretary@rcfea.org NN work_geqtmszy6nhkdfeupzkzylbkse 11 36 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 11 37 The the DT work_geqtmszy6nhkdfeupzkzylbkse 11 38 ‘ ' `` work_geqtmszy6nhkdfeupzkzylbkse 11 39 right right NN work_geqtmszy6nhkdfeupzkzylbkse 11 40 ’ ' '' work_geqtmszy6nhkdfeupzkzylbkse 11 41 price price NN work_geqtmszy6nhkdfeupzkzylbkse 11 42 for for IN work_geqtmszy6nhkdfeupzkzylbkse 11 43 art art NN work_geqtmszy6nhkdfeupzkzylbkse 11 44 collectibles collectible NNS work_geqtmszy6nhkdfeupzkzylbkse 11 45 . . . work_geqtmszy6nhkdfeupzkzylbkse 12 1 A a DT work_geqtmszy6nhkdfeupzkzylbkse 12 2 quantile quantile JJ work_geqtmszy6nhkdfeupzkzylbkse 12 3 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 12 4 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 12 5 investigation investigation NN work_geqtmszy6nhkdfeupzkzylbkse 12 6 of of IN work_geqtmszy6nhkdfeupzkzylbkse 12 7 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 12 8 paintings painting NNS work_geqtmszy6nhkdfeupzkzylbkse 12 9 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 12 10 A.E. A.E. NNP work_geqtmszy6nhkdfeupzkzylbkse 13 1 Scorcu+ Scorcu+ NNP work_geqtmszy6nhkdfeupzkzylbkse 13 2 and and CC work_geqtmszy6nhkdfeupzkzylbkse 13 3 R. R. NNP work_geqtmszy6nhkdfeupzkzylbkse 13 4 Zanola Zanola NNP work_geqtmszy6nhkdfeupzkzylbkse 13 5 ° ° , work_geqtmszy6nhkdfeupzkzylbkse 13 6 ABSTRACT abstract JJ work_geqtmszy6nhkdfeupzkzylbkse 13 7 Different different JJ work_geqtmszy6nhkdfeupzkzylbkse 13 8 art art NN work_geqtmszy6nhkdfeupzkzylbkse 13 9 objects object NNS work_geqtmszy6nhkdfeupzkzylbkse 13 10 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 13 11 likely likely JJ work_geqtmszy6nhkdfeupzkzylbkse 13 12 to to TO work_geqtmszy6nhkdfeupzkzylbkse 13 13 be be VB work_geqtmszy6nhkdfeupzkzylbkse 13 14 priced price VBN work_geqtmszy6nhkdfeupzkzylbkse 13 15 by by IN work_geqtmszy6nhkdfeupzkzylbkse 13 16 means mean NNS work_geqtmszy6nhkdfeupzkzylbkse 13 17 of of IN work_geqtmszy6nhkdfeupzkzylbkse 13 18 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 13 19 systems system NNS work_geqtmszy6nhkdfeupzkzylbkse 13 20 of of IN work_geqtmszy6nhkdfeupzkzylbkse 13 21 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 13 22 characteristics characteristic NNS work_geqtmszy6nhkdfeupzkzylbkse 13 23 ; ; , work_geqtmszy6nhkdfeupzkzylbkse 13 24 more more RBR work_geqtmszy6nhkdfeupzkzylbkse 13 25 precisely precisely RB work_geqtmszy6nhkdfeupzkzylbkse 13 26 , , , work_geqtmszy6nhkdfeupzkzylbkse 13 27 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 13 28 evaluation evaluation NN work_geqtmszy6nhkdfeupzkzylbkse 13 29 procedures procedure NNS work_geqtmszy6nhkdfeupzkzylbkse 13 30 for for IN work_geqtmszy6nhkdfeupzkzylbkse 13 31 high high JJ work_geqtmszy6nhkdfeupzkzylbkse 13 32 and and CC work_geqtmszy6nhkdfeupzkzylbkse 13 33 low low JJ work_geqtmszy6nhkdfeupzkzylbkse 13 34 price price NN work_geqtmszy6nhkdfeupzkzylbkse 13 35 items item NNS work_geqtmszy6nhkdfeupzkzylbkse 13 36 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 13 37 often often RB work_geqtmszy6nhkdfeupzkzylbkse 13 38 postulated postulate VBN work_geqtmszy6nhkdfeupzkzylbkse 13 39 . . . work_geqtmszy6nhkdfeupzkzylbkse 14 1 However however RB work_geqtmszy6nhkdfeupzkzylbkse 14 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 14 3 the the DT work_geqtmszy6nhkdfeupzkzylbkse 14 4 empirical empirical JJ work_geqtmszy6nhkdfeupzkzylbkse 14 5 evidence evidence NN work_geqtmszy6nhkdfeupzkzylbkse 14 6 on on IN work_geqtmszy6nhkdfeupzkzylbkse 14 7 this this DT work_geqtmszy6nhkdfeupzkzylbkse 14 8 point point NN work_geqtmszy6nhkdfeupzkzylbkse 14 9 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 14 10 scant scant JJ work_geqtmszy6nhkdfeupzkzylbkse 14 11 . . . work_geqtmszy6nhkdfeupzkzylbkse 15 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 15 2 main main JJ work_geqtmszy6nhkdfeupzkzylbkse 15 3 purpose purpose NN work_geqtmszy6nhkdfeupzkzylbkse 15 4 of of IN work_geqtmszy6nhkdfeupzkzylbkse 15 5 this this DT work_geqtmszy6nhkdfeupzkzylbkse 15 6 paper paper NN work_geqtmszy6nhkdfeupzkzylbkse 15 7 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 15 8 to to TO work_geqtmszy6nhkdfeupzkzylbkse 15 9 fill fill VB work_geqtmszy6nhkdfeupzkzylbkse 15 10 this this DT work_geqtmszy6nhkdfeupzkzylbkse 15 11 gap gap NN work_geqtmszy6nhkdfeupzkzylbkse 15 12 by by IN work_geqtmszy6nhkdfeupzkzylbkse 15 13 using use VBG work_geqtmszy6nhkdfeupzkzylbkse 15 14 the the DT work_geqtmszy6nhkdfeupzkzylbkse 15 15 quantile quantile NNP work_geqtmszy6nhkdfeupzkzylbkse 15 16 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 15 17 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 15 18 approach approach NN work_geqtmszy6nhkdfeupzkzylbkse 15 19 . . . work_geqtmszy6nhkdfeupzkzylbkse 16 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 16 2 empirical empirical JJ work_geqtmszy6nhkdfeupzkzylbkse 16 3 evidence evidence NN work_geqtmszy6nhkdfeupzkzylbkse 16 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 16 5 based base VBN work_geqtmszy6nhkdfeupzkzylbkse 16 6 on on IN work_geqtmszy6nhkdfeupzkzylbkse 16 7 a a DT work_geqtmszy6nhkdfeupzkzylbkse 16 8 data data NN work_geqtmszy6nhkdfeupzkzylbkse 16 9 set set NN work_geqtmszy6nhkdfeupzkzylbkse 16 10 of of IN work_geqtmszy6nhkdfeupzkzylbkse 16 11 716 716 CD work_geqtmszy6nhkdfeupzkzylbkse 16 12 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 16 13 paintings painting NNS work_geqtmszy6nhkdfeupzkzylbkse 16 14 sold sell VBN work_geqtmszy6nhkdfeupzkzylbkse 16 15 at at IN work_geqtmszy6nhkdfeupzkzylbkse 16 16 auction auction NN work_geqtmszy6nhkdfeupzkzylbkse 16 17 worldwide worldwide RB work_geqtmszy6nhkdfeupzkzylbkse 16 18 , , , work_geqtmszy6nhkdfeupzkzylbkse 16 19 highlights highlight VBZ work_geqtmszy6nhkdfeupzkzylbkse 16 20 the the DT work_geqtmszy6nhkdfeupzkzylbkse 16 21 critical critical JJ work_geqtmszy6nhkdfeupzkzylbkse 16 22 role role NN work_geqtmszy6nhkdfeupzkzylbkse 16 23 of of IN work_geqtmszy6nhkdfeupzkzylbkse 16 24 the the DT work_geqtmszy6nhkdfeupzkzylbkse 16 25 price price NN work_geqtmszy6nhkdfeupzkzylbkse 16 26 classes class NNS work_geqtmszy6nhkdfeupzkzylbkse 16 27 in in IN work_geqtmszy6nhkdfeupzkzylbkse 16 28 determining determine VBG work_geqtmszy6nhkdfeupzkzylbkse 16 29 the the DT work_geqtmszy6nhkdfeupzkzylbkse 16 30 evaluation evaluation NN work_geqtmszy6nhkdfeupzkzylbkse 16 31 criteria criterion NNS work_geqtmszy6nhkdfeupzkzylbkse 16 32 of of IN work_geqtmszy6nhkdfeupzkzylbkse 16 33 art art NN work_geqtmszy6nhkdfeupzkzylbkse 16 34 items item NNS work_geqtmszy6nhkdfeupzkzylbkse 16 35 . . . work_geqtmszy6nhkdfeupzkzylbkse 17 1 JEL JEL NNP work_geqtmszy6nhkdfeupzkzylbkse 17 2 Classification classification NN work_geqtmszy6nhkdfeupzkzylbkse 17 3 : : : work_geqtmszy6nhkdfeupzkzylbkse 17 4 D49 D49 NNP work_geqtmszy6nhkdfeupzkzylbkse 17 5 Key Key NNP work_geqtmszy6nhkdfeupzkzylbkse 17 6 Words Words NNPS work_geqtmszy6nhkdfeupzkzylbkse 17 7 : : : work_geqtmszy6nhkdfeupzkzylbkse 17 8 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 17 9 price price NN work_geqtmszy6nhkdfeupzkzylbkse 17 10 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 17 11 auction auction NN work_geqtmszy6nhkdfeupzkzylbkse 17 12 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 17 13 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 17 14 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 17 15 ; ; , work_geqtmszy6nhkdfeupzkzylbkse 17 16 painting painting NN work_geqtmszy6nhkdfeupzkzylbkse 17 17 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 17 18 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 17 19 . . . work_geqtmszy6nhkdfeupzkzylbkse 18 1 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 18 2 A a DT work_geqtmszy6nhkdfeupzkzylbkse 18 3 first first JJ work_geqtmszy6nhkdfeupzkzylbkse 18 4 version version NN work_geqtmszy6nhkdfeupzkzylbkse 18 5 of of IN work_geqtmszy6nhkdfeupzkzylbkse 18 6 this this DT work_geqtmszy6nhkdfeupzkzylbkse 18 7 paper paper NN work_geqtmszy6nhkdfeupzkzylbkse 18 8 was be VBD work_geqtmszy6nhkdfeupzkzylbkse 18 9 completed complete VBN work_geqtmszy6nhkdfeupzkzylbkse 18 10 while while IN work_geqtmszy6nhkdfeupzkzylbkse 18 11 the the DT work_geqtmszy6nhkdfeupzkzylbkse 18 12 second second JJ work_geqtmszy6nhkdfeupzkzylbkse 18 13 author author NN work_geqtmszy6nhkdfeupzkzylbkse 18 14 was be VBD work_geqtmszy6nhkdfeupzkzylbkse 18 15 visiting visit VBG work_geqtmszy6nhkdfeupzkzylbkse 18 16 at at IN work_geqtmszy6nhkdfeupzkzylbkse 18 17 University University NNP work_geqtmszy6nhkdfeupzkzylbkse 18 18 of of IN work_geqtmszy6nhkdfeupzkzylbkse 18 19 York York NNP work_geqtmszy6nhkdfeupzkzylbkse 18 20 . . . work_geqtmszy6nhkdfeupzkzylbkse 19 1 Thanks thank NNS work_geqtmszy6nhkdfeupzkzylbkse 19 2 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 19 3 due due JJ work_geqtmszy6nhkdfeupzkzylbkse 19 4 to to IN work_geqtmszy6nhkdfeupzkzylbkse 19 5 Andrew Andrew NNP work_geqtmszy6nhkdfeupzkzylbkse 19 6 Jones Jones NNP work_geqtmszy6nhkdfeupzkzylbkse 19 7 , , , work_geqtmszy6nhkdfeupzkzylbkse 19 8 Guido Guido NNP work_geqtmszy6nhkdfeupzkzylbkse 19 9 Candela Candela NNP work_geqtmszy6nhkdfeupzkzylbkse 19 10 , , , work_geqtmszy6nhkdfeupzkzylbkse 19 11 Roberto Roberto NNP work_geqtmszy6nhkdfeupzkzylbkse 19 12 Cellini Cellini NNP work_geqtmszy6nhkdfeupzkzylbkse 19 13 and and CC work_geqtmszy6nhkdfeupzkzylbkse 19 14 Simone Simone NNP work_geqtmszy6nhkdfeupzkzylbkse 19 15 Giannerini Giannerini NNP work_geqtmszy6nhkdfeupzkzylbkse 19 16 . . . work_geqtmszy6nhkdfeupzkzylbkse 20 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 20 2 usual usual JJ work_geqtmszy6nhkdfeupzkzylbkse 20 3 disclaimers disclaimer NNS work_geqtmszy6nhkdfeupzkzylbkse 20 4 apply apply VBP work_geqtmszy6nhkdfeupzkzylbkse 20 5 . . . work_geqtmszy6nhkdfeupzkzylbkse 21 1 + + NFP work_geqtmszy6nhkdfeupzkzylbkse 21 2 University University NNP work_geqtmszy6nhkdfeupzkzylbkse 21 3 of of IN work_geqtmszy6nhkdfeupzkzylbkse 21 4 Bologna Bologna NNPS work_geqtmszy6nhkdfeupzkzylbkse 21 5 , , , work_geqtmszy6nhkdfeupzkzylbkse 21 6 Department Department NNP work_geqtmszy6nhkdfeupzkzylbkse 21 7 of of IN work_geqtmszy6nhkdfeupzkzylbkse 21 8 Economics Economics NNP work_geqtmszy6nhkdfeupzkzylbkse 21 9 , , , work_geqtmszy6nhkdfeupzkzylbkse 21 10 Italy Italy NNP work_geqtmszy6nhkdfeupzkzylbkse 21 11 and and CC work_geqtmszy6nhkdfeupzkzylbkse 21 12 Rimini Rimini NNP work_geqtmszy6nhkdfeupzkzylbkse 21 13 Center Center NNP work_geqtmszy6nhkdfeupzkzylbkse 21 14 for for IN work_geqtmszy6nhkdfeupzkzylbkse 21 15 Economic Economic NNP work_geqtmszy6nhkdfeupzkzylbkse 21 16 Analysis Analysis NNP work_geqtmszy6nhkdfeupzkzylbkse 21 17 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 21 18 RCEA RCEA NNP work_geqtmszy6nhkdfeupzkzylbkse 21 19 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 21 20 , , , work_geqtmszy6nhkdfeupzkzylbkse 21 21 Italy Italy NNP work_geqtmszy6nhkdfeupzkzylbkse 21 22 , , , work_geqtmszy6nhkdfeupzkzylbkse 21 23 antonello.scorcu@unibo.it antonello.scorcu@unibo.it NNP work_geqtmszy6nhkdfeupzkzylbkse 21 24 ° ° , work_geqtmszy6nhkdfeupzkzylbkse 21 25 University University NNP work_geqtmszy6nhkdfeupzkzylbkse 21 26 of of IN work_geqtmszy6nhkdfeupzkzylbkse 21 27 Eastern Eastern NNP work_geqtmszy6nhkdfeupzkzylbkse 21 28 Piedmont Piedmont NNP work_geqtmszy6nhkdfeupzkzylbkse 21 29 , , , work_geqtmszy6nhkdfeupzkzylbkse 21 30 Department Department NNP work_geqtmszy6nhkdfeupzkzylbkse 21 31 of of IN work_geqtmszy6nhkdfeupzkzylbkse 21 32 Public Public NNP work_geqtmszy6nhkdfeupzkzylbkse 21 33 Policy Policy NNP work_geqtmszy6nhkdfeupzkzylbkse 21 34 and and CC work_geqtmszy6nhkdfeupzkzylbkse 21 35 Public Public NNP work_geqtmszy6nhkdfeupzkzylbkse 21 36 Choice Choice NNP work_geqtmszy6nhkdfeupzkzylbkse 21 37 , , , work_geqtmszy6nhkdfeupzkzylbkse 21 38 Italy Italy NNP work_geqtmszy6nhkdfeupzkzylbkse 21 39 and and CC work_geqtmszy6nhkdfeupzkzylbkse 21 40 Rimini Rimini NNP work_geqtmszy6nhkdfeupzkzylbkse 21 41 Center Center NNP work_geqtmszy6nhkdfeupzkzylbkse 21 42 for for IN work_geqtmszy6nhkdfeupzkzylbkse 21 43 Economic Economic NNP work_geqtmszy6nhkdfeupzkzylbkse 21 44 Analysis Analysis NNP work_geqtmszy6nhkdfeupzkzylbkse 21 45 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 21 46 RCEA RCEA NNP work_geqtmszy6nhkdfeupzkzylbkse 21 47 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 21 48 , , , work_geqtmszy6nhkdfeupzkzylbkse 21 49 Italy Italy NNP work_geqtmszy6nhkdfeupzkzylbkse 21 50 , , , work_geqtmszy6nhkdfeupzkzylbkse 21 51 roberto.zanola@unipmn.it roberto.zanola@unipmn.it NNP work_geqtmszy6nhkdfeupzkzylbkse 21 52 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 21 53 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 21 54 . . . work_geqtmszy6nhkdfeupzkzylbkse 22 1 Introduction introduction NN work_geqtmszy6nhkdfeupzkzylbkse 22 2 The the DT work_geqtmszy6nhkdfeupzkzylbkse 22 3 price price NN work_geqtmszy6nhkdfeupzkzylbkse 22 4 determinants determinant NNS work_geqtmszy6nhkdfeupzkzylbkse 22 5 of of IN work_geqtmszy6nhkdfeupzkzylbkse 22 6 collectibles collectible NNS work_geqtmszy6nhkdfeupzkzylbkse 22 7 has have VBZ work_geqtmszy6nhkdfeupzkzylbkse 22 8 often often RB work_geqtmszy6nhkdfeupzkzylbkse 22 9 raised raise VBN work_geqtmszy6nhkdfeupzkzylbkse 22 10 the the DT work_geqtmszy6nhkdfeupzkzylbkse 22 11 interest interest NN work_geqtmszy6nhkdfeupzkzylbkse 22 12 of of IN work_geqtmszy6nhkdfeupzkzylbkse 22 13 scholars scholar NNS work_geqtmszy6nhkdfeupzkzylbkse 22 14 of of IN work_geqtmszy6nhkdfeupzkzylbkse 22 15 the the DT work_geqtmszy6nhkdfeupzkzylbkse 22 16 field field NN work_geqtmszy6nhkdfeupzkzylbkse 22 17 . . . work_geqtmszy6nhkdfeupzkzylbkse 23 1 Surveying survey VBG work_geqtmszy6nhkdfeupzkzylbkse 23 2 the the DT work_geqtmszy6nhkdfeupzkzylbkse 23 3 relevant relevant JJ work_geqtmszy6nhkdfeupzkzylbkse 23 4 empirical empirical JJ work_geqtmszy6nhkdfeupzkzylbkse 23 5 literature literature NN work_geqtmszy6nhkdfeupzkzylbkse 23 6 , , , work_geqtmszy6nhkdfeupzkzylbkse 23 7 Ginsburgh Ginsburgh NNP work_geqtmszy6nhkdfeupzkzylbkse 23 8 et et FW work_geqtmszy6nhkdfeupzkzylbkse 23 9 al al NNP work_geqtmszy6nhkdfeupzkzylbkse 23 10 . . . work_geqtmszy6nhkdfeupzkzylbkse 24 1 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 24 2 2006 2006 CD work_geqtmszy6nhkdfeupzkzylbkse 24 3 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 24 4 noted note VBD work_geqtmszy6nhkdfeupzkzylbkse 24 5 that that IN work_geqtmszy6nhkdfeupzkzylbkse 24 6 analyses analysis NNS work_geqtmszy6nhkdfeupzkzylbkse 24 7 often often RB work_geqtmszy6nhkdfeupzkzylbkse 24 8 use use VBP work_geqtmszy6nhkdfeupzkzylbkse 24 9 the the DT work_geqtmszy6nhkdfeupzkzylbkse 24 10 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 24 11 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 24 12 approach approach NN work_geqtmszy6nhkdfeupzkzylbkse 24 13 , , , work_geqtmszy6nhkdfeupzkzylbkse 24 14 with with IN work_geqtmszy6nhkdfeupzkzylbkse 24 15 the the DT work_geqtmszy6nhkdfeupzkzylbkse 24 16 price price NN work_geqtmszy6nhkdfeupzkzylbkse 24 17 of of IN work_geqtmszy6nhkdfeupzkzylbkse 24 18 an an DT work_geqtmszy6nhkdfeupzkzylbkse 24 19 art art NN work_geqtmszy6nhkdfeupzkzylbkse 24 20 item item NN work_geqtmszy6nhkdfeupzkzylbkse 24 21 explained explain VBN work_geqtmszy6nhkdfeupzkzylbkse 24 22 by by IN work_geqtmszy6nhkdfeupzkzylbkse 24 23 a a DT work_geqtmszy6nhkdfeupzkzylbkse 24 24 number number NN work_geqtmszy6nhkdfeupzkzylbkse 24 25 of of IN work_geqtmszy6nhkdfeupzkzylbkse 24 26 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 24 27 characteristics characteristic NNS work_geqtmszy6nhkdfeupzkzylbkse 24 28 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 24 29 author author NN work_geqtmszy6nhkdfeupzkzylbkse 24 30 , , , work_geqtmszy6nhkdfeupzkzylbkse 24 31 genre genre NN work_geqtmszy6nhkdfeupzkzylbkse 24 32 , , , work_geqtmszy6nhkdfeupzkzylbkse 24 33 technique technique NN work_geqtmszy6nhkdfeupzkzylbkse 24 34 , , , work_geqtmszy6nhkdfeupzkzylbkse 24 35 dimension dimension NN work_geqtmszy6nhkdfeupzkzylbkse 24 36 , , , work_geqtmszy6nhkdfeupzkzylbkse 24 37 etc etc FW work_geqtmszy6nhkdfeupzkzylbkse 24 38 . . . work_geqtmszy6nhkdfeupzkzylbkse 25 1 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 25 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 25 3 market market NN work_geqtmszy6nhkdfeupzkzylbkse 25 4 variables variable NNS work_geqtmszy6nhkdfeupzkzylbkse 25 5 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 25 6 auction auction NN work_geqtmszy6nhkdfeupzkzylbkse 25 7 house house NN work_geqtmszy6nhkdfeupzkzylbkse 25 8 , , , work_geqtmszy6nhkdfeupzkzylbkse 25 9 city city NN work_geqtmszy6nhkdfeupzkzylbkse 25 10 of of IN work_geqtmszy6nhkdfeupzkzylbkse 25 11 sale sale NN work_geqtmszy6nhkdfeupzkzylbkse 25 12 , , , work_geqtmszy6nhkdfeupzkzylbkse 25 13 provenance provenance NN work_geqtmszy6nhkdfeupzkzylbkse 25 14 of of IN work_geqtmszy6nhkdfeupzkzylbkse 25 15 the the DT work_geqtmszy6nhkdfeupzkzylbkse 25 16 object object NN work_geqtmszy6nhkdfeupzkzylbkse 25 17 , , , work_geqtmszy6nhkdfeupzkzylbkse 25 18 etc etc FW work_geqtmszy6nhkdfeupzkzylbkse 25 19 . . . work_geqtmszy6nhkdfeupzkzylbkse 25 20 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 26 1 and and CC work_geqtmszy6nhkdfeupzkzylbkse 26 2 time time NN work_geqtmszy6nhkdfeupzkzylbkse 26 3 dummies dummy NNS work_geqtmszy6nhkdfeupzkzylbkse 26 4 . . . work_geqtmszy6nhkdfeupzkzylbkse 27 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 27 2 sign sign NN work_geqtmszy6nhkdfeupzkzylbkse 27 3 and and CC work_geqtmszy6nhkdfeupzkzylbkse 27 4 the the DT work_geqtmszy6nhkdfeupzkzylbkse 27 5 size size NN work_geqtmszy6nhkdfeupzkzylbkse 27 6 of of IN work_geqtmszy6nhkdfeupzkzylbkse 27 7 these these DT work_geqtmszy6nhkdfeupzkzylbkse 27 8 price price NN work_geqtmszy6nhkdfeupzkzylbkse 27 9 determinants determinant NNS work_geqtmszy6nhkdfeupzkzylbkse 27 10 emerge emerge VBP work_geqtmszy6nhkdfeupzkzylbkse 27 11 from from IN work_geqtmszy6nhkdfeupzkzylbkse 27 12 an an DT work_geqtmszy6nhkdfeupzkzylbkse 27 13 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 27 14 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 27 15 , , , work_geqtmszy6nhkdfeupzkzylbkse 27 16 and and CC work_geqtmszy6nhkdfeupzkzylbkse 27 17 the the DT work_geqtmszy6nhkdfeupzkzylbkse 27 18 corresponding correspond VBG work_geqtmszy6nhkdfeupzkzylbkse 27 19 market market NN work_geqtmszy6nhkdfeupzkzylbkse 27 20 price price NN work_geqtmszy6nhkdfeupzkzylbkse 27 21 index index NN work_geqtmszy6nhkdfeupzkzylbkse 27 22 can can MD work_geqtmszy6nhkdfeupzkzylbkse 27 23 be be VB work_geqtmszy6nhkdfeupzkzylbkse 27 24 obtained obtain VBN work_geqtmszy6nhkdfeupzkzylbkse 27 25 from from IN work_geqtmszy6nhkdfeupzkzylbkse 27 26 the the DT work_geqtmszy6nhkdfeupzkzylbkse 27 27 estimated estimate VBN work_geqtmszy6nhkdfeupzkzylbkse 27 28 time time NN work_geqtmszy6nhkdfeupzkzylbkse 27 29 dummy dummy JJ work_geqtmszy6nhkdfeupzkzylbkse 27 30 coefficients coefficient NNS work_geqtmszy6nhkdfeupzkzylbkse 27 31 . . . work_geqtmszy6nhkdfeupzkzylbkse 28 1 Empirical empirical JJ work_geqtmszy6nhkdfeupzkzylbkse 28 2 investigations investigation NNS work_geqtmszy6nhkdfeupzkzylbkse 28 3 often often RB work_geqtmszy6nhkdfeupzkzylbkse 28 4 analyze analyze VBP work_geqtmszy6nhkdfeupzkzylbkse 28 5 the the DT work_geqtmszy6nhkdfeupzkzylbkse 28 6 specification specification NN work_geqtmszy6nhkdfeupzkzylbkse 28 7 of of IN work_geqtmszy6nhkdfeupzkzylbkse 28 8 the the DT work_geqtmszy6nhkdfeupzkzylbkse 28 9 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 28 10 , , , work_geqtmszy6nhkdfeupzkzylbkse 28 11 or or CC work_geqtmszy6nhkdfeupzkzylbkse 28 12 the the DT work_geqtmszy6nhkdfeupzkzylbkse 28 13 stability stability NN work_geqtmszy6nhkdfeupzkzylbkse 28 14 of of IN work_geqtmszy6nhkdfeupzkzylbkse 28 15 the the DT work_geqtmszy6nhkdfeupzkzylbkse 28 16 estimated estimate VBN work_geqtmszy6nhkdfeupzkzylbkse 28 17 coefficients coefficient NNS work_geqtmszy6nhkdfeupzkzylbkse 28 18 over over IN work_geqtmszy6nhkdfeupzkzylbkse 28 19 time time NN work_geqtmszy6nhkdfeupzkzylbkse 28 20 , , , work_geqtmszy6nhkdfeupzkzylbkse 28 21 as as IN work_geqtmszy6nhkdfeupzkzylbkse 28 22 the the DT work_geqtmszy6nhkdfeupzkzylbkse 28 23 collectors collector NNS work_geqtmszy6nhkdfeupzkzylbkse 28 24 ’ ’ POS work_geqtmszy6nhkdfeupzkzylbkse 28 25 preferences preference NNS work_geqtmszy6nhkdfeupzkzylbkse 28 26 and and CC work_geqtmszy6nhkdfeupzkzylbkse 28 27 the the DT work_geqtmszy6nhkdfeupzkzylbkse 28 28 evaluation evaluation NN work_geqtmszy6nhkdfeupzkzylbkse 28 29 of of IN work_geqtmszy6nhkdfeupzkzylbkse 28 30 the the DT work_geqtmszy6nhkdfeupzkzylbkse 28 31 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 28 32 characteristics characteristic NNS work_geqtmszy6nhkdfeupzkzylbkse 28 33 might may MD work_geqtmszy6nhkdfeupzkzylbkse 28 34 evolve evolve VB work_geqtmszy6nhkdfeupzkzylbkse 28 35 , , , work_geqtmszy6nhkdfeupzkzylbkse 28 36 exogenously exogenously RB work_geqtmszy6nhkdfeupzkzylbkse 28 37 or or CC work_geqtmszy6nhkdfeupzkzylbkse 28 38 in in IN work_geqtmszy6nhkdfeupzkzylbkse 28 39 relation relation NN work_geqtmszy6nhkdfeupzkzylbkse 28 40 to to IN work_geqtmszy6nhkdfeupzkzylbkse 28 41 market market NN work_geqtmszy6nhkdfeupzkzylbkse 28 42 booms boom NNS work_geqtmszy6nhkdfeupzkzylbkse 28 43 and and CC work_geqtmszy6nhkdfeupzkzylbkse 28 44 slumps slump NNS work_geqtmszy6nhkdfeupzkzylbkse 28 45 . . . work_geqtmszy6nhkdfeupzkzylbkse 29 1 In in IN work_geqtmszy6nhkdfeupzkzylbkse 29 2 any any DT work_geqtmszy6nhkdfeupzkzylbkse 29 3 case case NN work_geqtmszy6nhkdfeupzkzylbkse 29 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 29 5 an an DT work_geqtmszy6nhkdfeupzkzylbkse 29 6 implicit implicit JJ work_geqtmszy6nhkdfeupzkzylbkse 29 7 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 29 8 albeit albeit IN work_geqtmszy6nhkdfeupzkzylbkse 29 9 restrictive restrictive JJ work_geqtmszy6nhkdfeupzkzylbkse 29 10 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 29 11 assumption assumption NN work_geqtmszy6nhkdfeupzkzylbkse 29 12 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 29 13 that that IN work_geqtmszy6nhkdfeupzkzylbkse 29 14 in in IN work_geqtmszy6nhkdfeupzkzylbkse 29 15 given give VBN work_geqtmszy6nhkdfeupzkzylbkse 29 16 market market NN work_geqtmszy6nhkdfeupzkzylbkse 29 17 and and CC work_geqtmszy6nhkdfeupzkzylbkse 29 18 period period NN work_geqtmszy6nhkdfeupzkzylbkse 29 19 , , , work_geqtmszy6nhkdfeupzkzylbkse 29 20 a a DT work_geqtmszy6nhkdfeupzkzylbkse 29 21 single single JJ work_geqtmszy6nhkdfeupzkzylbkse 29 22 evaluation evaluation NN work_geqtmszy6nhkdfeupzkzylbkse 29 23 system system NN work_geqtmszy6nhkdfeupzkzylbkse 29 24 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 29 25 shared share VBN work_geqtmszy6nhkdfeupzkzylbkse 29 26 by by IN work_geqtmszy6nhkdfeupzkzylbkse 29 27 low- low- NN work_geqtmszy6nhkdfeupzkzylbkse 29 28 and and CC work_geqtmszy6nhkdfeupzkzylbkse 29 29 high high JJ work_geqtmszy6nhkdfeupzkzylbkse 29 30 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 29 31 price price NN work_geqtmszy6nhkdfeupzkzylbkse 29 32 art art NN work_geqtmszy6nhkdfeupzkzylbkse 29 33 items item NNS work_geqtmszy6nhkdfeupzkzylbkse 29 34 . . . work_geqtmszy6nhkdfeupzkzylbkse 30 1 Although although IN work_geqtmszy6nhkdfeupzkzylbkse 30 2 there there EX work_geqtmszy6nhkdfeupzkzylbkse 30 3 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 30 4 an an DT work_geqtmszy6nhkdfeupzkzylbkse 30 5 extensive extensive JJ work_geqtmszy6nhkdfeupzkzylbkse 30 6 literature literature NN work_geqtmszy6nhkdfeupzkzylbkse 30 7 on on IN work_geqtmszy6nhkdfeupzkzylbkse 30 8 the the DT work_geqtmszy6nhkdfeupzkzylbkse 30 9 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 30 10 approach approach NN work_geqtmszy6nhkdfeupzkzylbkse 30 11 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 30 12 e.g. e.g. RB work_geqtmszy6nhkdfeupzkzylbkse 31 1 Candela Candela NNP work_geqtmszy6nhkdfeupzkzylbkse 31 2 and and CC work_geqtmszy6nhkdfeupzkzylbkse 31 3 Scorcu Scorcu NNP work_geqtmszy6nhkdfeupzkzylbkse 31 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 31 5 1997 1997 CD work_geqtmszy6nhkdfeupzkzylbkse 31 6 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 31 7 Locatelli Locatelli NNP work_geqtmszy6nhkdfeupzkzylbkse 31 8 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 31 9 Biey Biey NNP work_geqtmszy6nhkdfeupzkzylbkse 31 10 and and CC work_geqtmszy6nhkdfeupzkzylbkse 31 11 Zanola Zanola NNP work_geqtmszy6nhkdfeupzkzylbkse 31 12 , , , work_geqtmszy6nhkdfeupzkzylbkse 31 13 2005 2005 CD work_geqtmszy6nhkdfeupzkzylbkse 31 14 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 31 15 Zanola Zanola NNP work_geqtmszy6nhkdfeupzkzylbkse 31 16 , , , work_geqtmszy6nhkdfeupzkzylbkse 31 17 2007 2007 CD work_geqtmszy6nhkdfeupzkzylbkse 31 18 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 31 19 Collins Collins NNP work_geqtmszy6nhkdfeupzkzylbkse 31 20 et et NNP work_geqtmszy6nhkdfeupzkzylbkse 31 21 al al NNP work_geqtmszy6nhkdfeupzkzylbkse 31 22 . . NNP work_geqtmszy6nhkdfeupzkzylbkse 31 23 , , , work_geqtmszy6nhkdfeupzkzylbkse 31 24 2007 2007 CD work_geqtmszy6nhkdfeupzkzylbkse 31 25 , , , work_geqtmszy6nhkdfeupzkzylbkse 31 26 2009 2009 CD work_geqtmszy6nhkdfeupzkzylbkse 31 27 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 31 28 , , , work_geqtmszy6nhkdfeupzkzylbkse 31 29 it -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 31 30 seems seem VBZ work_geqtmszy6nhkdfeupzkzylbkse 31 31 that that IN work_geqtmszy6nhkdfeupzkzylbkse 31 32 one one CD work_geqtmszy6nhkdfeupzkzylbkse 31 33 basic basic JJ work_geqtmszy6nhkdfeupzkzylbkse 31 34 point point NN work_geqtmszy6nhkdfeupzkzylbkse 31 35 has have VBZ work_geqtmszy6nhkdfeupzkzylbkse 31 36 been be VBN work_geqtmszy6nhkdfeupzkzylbkse 31 37 neglected neglect VBN work_geqtmszy6nhkdfeupzkzylbkse 31 38 , , , work_geqtmszy6nhkdfeupzkzylbkse 31 39 namely namely RB work_geqtmszy6nhkdfeupzkzylbkse 31 40 , , , work_geqtmszy6nhkdfeupzkzylbkse 31 41 the the DT work_geqtmszy6nhkdfeupzkzylbkse 31 42 possible possible JJ work_geqtmszy6nhkdfeupzkzylbkse 31 43 existence existence NN work_geqtmszy6nhkdfeupzkzylbkse 31 44 of of IN work_geqtmszy6nhkdfeupzkzylbkse 31 45 a a DT work_geqtmszy6nhkdfeupzkzylbkse 31 46 segmentation segmentation NN work_geqtmszy6nhkdfeupzkzylbkse 31 47 in in IN work_geqtmszy6nhkdfeupzkzylbkse 31 48 the the DT work_geqtmszy6nhkdfeupzkzylbkse 31 49 art art NN work_geqtmszy6nhkdfeupzkzylbkse 31 50 market market NN work_geqtmszy6nhkdfeupzkzylbkse 31 51 with with IN work_geqtmszy6nhkdfeupzkzylbkse 31 52 respect respect NN work_geqtmszy6nhkdfeupzkzylbkse 31 53 to to IN work_geqtmszy6nhkdfeupzkzylbkse 31 54 the the DT work_geqtmszy6nhkdfeupzkzylbkse 31 55 market market NN work_geqtmszy6nhkdfeupzkzylbkse 31 56 value value NN work_geqtmszy6nhkdfeupzkzylbkse 31 57 of of IN work_geqtmszy6nhkdfeupzkzylbkse 31 58 the the DT work_geqtmszy6nhkdfeupzkzylbkse 31 59 items item NNS work_geqtmszy6nhkdfeupzkzylbkse 31 60 . . . work_geqtmszy6nhkdfeupzkzylbkse 32 1 One one PRP work_geqtmszy6nhkdfeupzkzylbkse 32 2 could could MD work_geqtmszy6nhkdfeupzkzylbkse 32 3 hardly hardly RB work_geqtmszy6nhkdfeupzkzylbkse 32 4 be be VB work_geqtmszy6nhkdfeupzkzylbkse 32 5 surprised surprised JJ work_geqtmszy6nhkdfeupzkzylbkse 32 6 to to TO work_geqtmszy6nhkdfeupzkzylbkse 32 7 learn learn VB work_geqtmszy6nhkdfeupzkzylbkse 32 8 that that IN work_geqtmszy6nhkdfeupzkzylbkse 32 9 a a DT work_geqtmszy6nhkdfeupzkzylbkse 32 10 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 32 11 criterion criterion NN work_geqtmszy6nhkdfeupzkzylbkse 32 12 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 32 13 used use VBN work_geqtmszy6nhkdfeupzkzylbkse 32 14 in in IN work_geqtmszy6nhkdfeupzkzylbkse 32 15 the the DT work_geqtmszy6nhkdfeupzkzylbkse 32 16 appraisal appraisal NN work_geqtmszy6nhkdfeupzkzylbkse 32 17 of of IN work_geqtmszy6nhkdfeupzkzylbkse 32 18 a a DT work_geqtmszy6nhkdfeupzkzylbkse 32 19 masterpiece masterpiece NN work_geqtmszy6nhkdfeupzkzylbkse 32 20 valued value VBN work_geqtmszy6nhkdfeupzkzylbkse 32 21 several several JJ work_geqtmszy6nhkdfeupzkzylbkse 32 22 million million CD work_geqtmszy6nhkdfeupzkzylbkse 32 23 dollars dollar NNS work_geqtmszy6nhkdfeupzkzylbkse 32 24 and and CC work_geqtmszy6nhkdfeupzkzylbkse 32 25 another another DT work_geqtmszy6nhkdfeupzkzylbkse 32 26 one one CD work_geqtmszy6nhkdfeupzkzylbkse 32 27 in in IN work_geqtmszy6nhkdfeupzkzylbkse 32 28 the the DT work_geqtmszy6nhkdfeupzkzylbkse 32 29 evaluation evaluation NN work_geqtmszy6nhkdfeupzkzylbkse 32 30 of of IN work_geqtmszy6nhkdfeupzkzylbkse 32 31 a a DT work_geqtmszy6nhkdfeupzkzylbkse 32 32 painting painting NN work_geqtmszy6nhkdfeupzkzylbkse 32 33 whose whose WP$ work_geqtmszy6nhkdfeupzkzylbkse 32 34 price price NN work_geqtmszy6nhkdfeupzkzylbkse 32 35 might may MD work_geqtmszy6nhkdfeupzkzylbkse 32 36 be be VB work_geqtmszy6nhkdfeupzkzylbkse 32 37 a a DT work_geqtmszy6nhkdfeupzkzylbkse 32 38 few few JJ work_geqtmszy6nhkdfeupzkzylbkse 32 39 hundred hundred CD work_geqtmszy6nhkdfeupzkzylbkse 32 40 dollars dollar NNS work_geqtmszy6nhkdfeupzkzylbkse 32 41 . . . work_geqtmszy6nhkdfeupzkzylbkse 33 1 In in IN work_geqtmszy6nhkdfeupzkzylbkse 33 2 fact fact NN work_geqtmszy6nhkdfeupzkzylbkse 33 3 art art NN work_geqtmszy6nhkdfeupzkzylbkse 33 4 item item NN work_geqtmszy6nhkdfeupzkzylbkse 33 5 characteristics characteristic NNS work_geqtmszy6nhkdfeupzkzylbkse 33 6 evaluations evaluation NNS work_geqtmszy6nhkdfeupzkzylbkse 33 7 can can MD work_geqtmszy6nhkdfeupzkzylbkse 33 8 change change VB work_geqtmszy6nhkdfeupzkzylbkse 33 9 across across IN work_geqtmszy6nhkdfeupzkzylbkse 33 10 the the DT work_geqtmszy6nhkdfeupzkzylbkse 33 11 sectional sectional JJ work_geqtmszy6nhkdfeupzkzylbkse 33 12 distribution distribution NN work_geqtmszy6nhkdfeupzkzylbkse 33 13 of of IN work_geqtmszy6nhkdfeupzkzylbkse 33 14 art art NN work_geqtmszy6nhkdfeupzkzylbkse 33 15 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 33 16 , , , work_geqtmszy6nhkdfeupzkzylbkse 33 17 because because IN work_geqtmszy6nhkdfeupzkzylbkse 33 18 those those DT work_geqtmszy6nhkdfeupzkzylbkse 33 19 who who WP work_geqtmszy6nhkdfeupzkzylbkse 33 20 bid bid VBP work_geqtmszy6nhkdfeupzkzylbkse 33 21 for for IN work_geqtmszy6nhkdfeupzkzylbkse 33 22 expensive expensive JJ work_geqtmszy6nhkdfeupzkzylbkse 33 23 items item NNS work_geqtmszy6nhkdfeupzkzylbkse 33 24 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 33 25 likely likely JJ work_geqtmszy6nhkdfeupzkzylbkse 33 26 to to TO work_geqtmszy6nhkdfeupzkzylbkse 33 27 differ differ VB work_geqtmszy6nhkdfeupzkzylbkse 33 28 from from IN work_geqtmszy6nhkdfeupzkzylbkse 33 29 those those DT work_geqtmszy6nhkdfeupzkzylbkse 33 30 who who WP work_geqtmszy6nhkdfeupzkzylbkse 33 31 buy buy VBP work_geqtmszy6nhkdfeupzkzylbkse 33 32 relatively relatively RB work_geqtmszy6nhkdfeupzkzylbkse 33 33 inexpensive inexpensive JJ work_geqtmszy6nhkdfeupzkzylbkse 33 34 items item NNS work_geqtmszy6nhkdfeupzkzylbkse 33 35 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 33 36 Malpezzi Malpezzi NNP work_geqtmszy6nhkdfeupzkzylbkse 33 37 , , , work_geqtmszy6nhkdfeupzkzylbkse 33 38 2003 2003 CD work_geqtmszy6nhkdfeupzkzylbkse 33 39 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 33 40 . . . work_geqtmszy6nhkdfeupzkzylbkse 34 1 Moreover moreover RB work_geqtmszy6nhkdfeupzkzylbkse 34 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 34 3 even even RB work_geqtmszy6nhkdfeupzkzylbkse 34 4 the the DT work_geqtmszy6nhkdfeupzkzylbkse 34 5 same same JJ work_geqtmszy6nhkdfeupzkzylbkse 34 6 collector collector NN work_geqtmszy6nhkdfeupzkzylbkse 34 7 might may MD work_geqtmszy6nhkdfeupzkzylbkse 34 8 appreciate appreciate VB work_geqtmszy6nhkdfeupzkzylbkse 34 9 differently differently RB work_geqtmszy6nhkdfeupzkzylbkse 34 10 the the DT work_geqtmszy6nhkdfeupzkzylbkse 34 11 characteristics characteristic NNS work_geqtmszy6nhkdfeupzkzylbkse 34 12 in in IN work_geqtmszy6nhkdfeupzkzylbkse 34 13 low- low- NN work_geqtmszy6nhkdfeupzkzylbkse 34 14 and and CC work_geqtmszy6nhkdfeupzkzylbkse 34 15 high high JJ work_geqtmszy6nhkdfeupzkzylbkse 34 16 price price NN work_geqtmszy6nhkdfeupzkzylbkse 34 17 items item NNS work_geqtmszy6nhkdfeupzkzylbkse 34 18 . . . work_geqtmszy6nhkdfeupzkzylbkse 35 1 Finally finally RB work_geqtmszy6nhkdfeupzkzylbkse 35 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 35 3 paintings painting NNS work_geqtmszy6nhkdfeupzkzylbkse 35 4 that that WDT work_geqtmszy6nhkdfeupzkzylbkse 35 5 reach reach VBP work_geqtmszy6nhkdfeupzkzylbkse 35 6 an an DT work_geqtmszy6nhkdfeupzkzylbkse 35 7 extraordinary extraordinary JJ work_geqtmszy6nhkdfeupzkzylbkse 35 8 evaluation evaluation NN work_geqtmszy6nhkdfeupzkzylbkse 35 9 within within IN work_geqtmszy6nhkdfeupzkzylbkse 35 10 a a DT work_geqtmszy6nhkdfeupzkzylbkse 35 11 group group NN work_geqtmszy6nhkdfeupzkzylbkse 35 12 , , , work_geqtmszy6nhkdfeupzkzylbkse 35 13 the the DT work_geqtmszy6nhkdfeupzkzylbkse 35 14 top top JJ work_geqtmszy6nhkdfeupzkzylbkse 35 15 lots lot NNS work_geqtmszy6nhkdfeupzkzylbkse 35 16 , , , work_geqtmszy6nhkdfeupzkzylbkse 35 17 seem seem VBP work_geqtmszy6nhkdfeupzkzylbkse 35 18 to to TO work_geqtmszy6nhkdfeupzkzylbkse 35 19 behave behave VB work_geqtmszy6nhkdfeupzkzylbkse 35 20 differently differently RB work_geqtmszy6nhkdfeupzkzylbkse 35 21 from from IN work_geqtmszy6nhkdfeupzkzylbkse 35 22 other other JJ work_geqtmszy6nhkdfeupzkzylbkse 35 23 items item NNS work_geqtmszy6nhkdfeupzkzylbkse 35 24 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 35 25 Pesando Pesando NNP work_geqtmszy6nhkdfeupzkzylbkse 35 26 , , , work_geqtmszy6nhkdfeupzkzylbkse 35 27 1993 1993 CD work_geqtmszy6nhkdfeupzkzylbkse 35 28 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 35 29 Mei Mei NNP work_geqtmszy6nhkdfeupzkzylbkse 35 30 and and CC work_geqtmszy6nhkdfeupzkzylbkse 35 31 Moses Moses NNP work_geqtmszy6nhkdfeupzkzylbkse 35 32 , , , work_geqtmszy6nhkdfeupzkzylbkse 35 33 2002 2002 CD work_geqtmszy6nhkdfeupzkzylbkse 35 34 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 35 35 . . . work_geqtmszy6nhkdfeupzkzylbkse 36 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 36 2 purpose purpose NN work_geqtmszy6nhkdfeupzkzylbkse 36 3 of of IN work_geqtmszy6nhkdfeupzkzylbkse 36 4 this this DT work_geqtmszy6nhkdfeupzkzylbkse 36 5 paper paper NN work_geqtmszy6nhkdfeupzkzylbkse 36 6 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 36 7 to to TO work_geqtmszy6nhkdfeupzkzylbkse 36 8 analyze analyze VB work_geqtmszy6nhkdfeupzkzylbkse 36 9 the the DT work_geqtmszy6nhkdfeupzkzylbkse 36 10 existence existence NN work_geqtmszy6nhkdfeupzkzylbkse 36 11 of of IN work_geqtmszy6nhkdfeupzkzylbkse 36 12 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 36 13 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 36 14 models model NNS work_geqtmszy6nhkdfeupzkzylbkse 36 15 for for IN work_geqtmszy6nhkdfeupzkzylbkse 36 16 cheap cheap JJ work_geqtmszy6nhkdfeupzkzylbkse 36 17 and and CC work_geqtmszy6nhkdfeupzkzylbkse 36 18 expensive expensive JJ work_geqtmszy6nhkdfeupzkzylbkse 36 19 paintings painting NNS work_geqtmszy6nhkdfeupzkzylbkse 36 20 . . . work_geqtmszy6nhkdfeupzkzylbkse 37 1 To to IN work_geqtmszy6nhkdfeupzkzylbkse 37 2 this this DT work_geqtmszy6nhkdfeupzkzylbkse 37 3 aim aim NN work_geqtmszy6nhkdfeupzkzylbkse 37 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 37 5 an an DT work_geqtmszy6nhkdfeupzkzylbkse 37 6 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 37 7 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 37 8 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 37 9 framework framework NN work_geqtmszy6nhkdfeupzkzylbkse 37 10 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 37 11 used use VBN work_geqtmszy6nhkdfeupzkzylbkse 37 12 , , , work_geqtmszy6nhkdfeupzkzylbkse 37 13 which which WDT work_geqtmszy6nhkdfeupzkzylbkse 37 14 allows allow VBZ work_geqtmszy6nhkdfeupzkzylbkse 37 15 the the DT work_geqtmszy6nhkdfeupzkzylbkse 37 16 impact impact NN work_geqtmszy6nhkdfeupzkzylbkse 37 17 of of IN work_geqtmszy6nhkdfeupzkzylbkse 37 18 art art NN work_geqtmszy6nhkdfeupzkzylbkse 37 19 item item NN work_geqtmszy6nhkdfeupzkzylbkse 37 20 characteristics characteristic NNS work_geqtmszy6nhkdfeupzkzylbkse 37 21 to to TO work_geqtmszy6nhkdfeupzkzylbkse 37 22 differ differ VB work_geqtmszy6nhkdfeupzkzylbkse 37 23 across across IN work_geqtmszy6nhkdfeupzkzylbkse 37 24 price price NN work_geqtmszy6nhkdfeupzkzylbkse 37 25 distribution distribution NN work_geqtmszy6nhkdfeupzkzylbkse 37 26 . . . work_geqtmszy6nhkdfeupzkzylbkse 38 1 More more RBR work_geqtmszy6nhkdfeupzkzylbkse 38 2 precisely precisely RB work_geqtmszy6nhkdfeupzkzylbkse 38 3 , , , work_geqtmszy6nhkdfeupzkzylbkse 38 4 by by IN work_geqtmszy6nhkdfeupzkzylbkse 38 5 using use VBG work_geqtmszy6nhkdfeupzkzylbkse 38 6 a a DT work_geqtmszy6nhkdfeupzkzylbkse 38 7 dataset dataset NN work_geqtmszy6nhkdfeupzkzylbkse 38 8 of of IN work_geqtmszy6nhkdfeupzkzylbkse 38 9 716 716 CD work_geqtmszy6nhkdfeupzkzylbkse 38 10 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 38 11 3 3 CD work_geqtmszy6nhkdfeupzkzylbkse 38 12 paintings painting NNS work_geqtmszy6nhkdfeupzkzylbkse 38 13 sold sell VBN work_geqtmszy6nhkdfeupzkzylbkse 38 14 at at IN work_geqtmszy6nhkdfeupzkzylbkse 38 15 auctions auction NNS work_geqtmszy6nhkdfeupzkzylbkse 38 16 worldwide worldwide RB work_geqtmszy6nhkdfeupzkzylbkse 38 17 during during IN work_geqtmszy6nhkdfeupzkzylbkse 38 18 the the DT work_geqtmszy6nhkdfeupzkzylbkse 38 19 period period NN work_geqtmszy6nhkdfeupzkzylbkse 38 20 1988 1988 CD work_geqtmszy6nhkdfeupzkzylbkse 38 21 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 38 22 2005 2005 CD work_geqtmszy6nhkdfeupzkzylbkse 38 23 , , , work_geqtmszy6nhkdfeupzkzylbkse 38 24 we -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 38 25 address address VBP work_geqtmszy6nhkdfeupzkzylbkse 38 26 two two CD work_geqtmszy6nhkdfeupzkzylbkse 38 27 questions question NNS work_geqtmszy6nhkdfeupzkzylbkse 38 28 : : : work_geqtmszy6nhkdfeupzkzylbkse 38 29 • • NNP work_geqtmszy6nhkdfeupzkzylbkse 38 30 Is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 38 31 the the DT work_geqtmszy6nhkdfeupzkzylbkse 38 32 assumption assumption NN work_geqtmszy6nhkdfeupzkzylbkse 38 33 of of IN work_geqtmszy6nhkdfeupzkzylbkse 38 34 homogeneous homogeneous JJ work_geqtmszy6nhkdfeupzkzylbkse 38 35 effects effect NNS work_geqtmszy6nhkdfeupzkzylbkse 38 36 of of IN work_geqtmszy6nhkdfeupzkzylbkse 38 37 covariates covariate NNS work_geqtmszy6nhkdfeupzkzylbkse 38 38 on on IN work_geqtmszy6nhkdfeupzkzylbkse 38 39 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 38 40 , , , work_geqtmszy6nhkdfeupzkzylbkse 38 41 implicitly implicitly RB work_geqtmszy6nhkdfeupzkzylbkse 38 42 determined determine VBN work_geqtmszy6nhkdfeupzkzylbkse 38 43 by by IN work_geqtmszy6nhkdfeupzkzylbkse 38 44 the the DT work_geqtmszy6nhkdfeupzkzylbkse 38 45 estimation estimation NN work_geqtmszy6nhkdfeupzkzylbkse 38 46 of of IN work_geqtmszy6nhkdfeupzkzylbkse 38 47 average average JJ work_geqtmszy6nhkdfeupzkzylbkse 38 48 effects effect NNS work_geqtmszy6nhkdfeupzkzylbkse 38 49 , , , work_geqtmszy6nhkdfeupzkzylbkse 38 50 justified justify VBD work_geqtmszy6nhkdfeupzkzylbkse 38 51 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 38 52 or or CC work_geqtmszy6nhkdfeupzkzylbkse 38 53 do do VBP work_geqtmszy6nhkdfeupzkzylbkse 38 54 effects effect NNS work_geqtmszy6nhkdfeupzkzylbkse 38 55 differ differ VBP work_geqtmszy6nhkdfeupzkzylbkse 38 56 at at IN work_geqtmszy6nhkdfeupzkzylbkse 38 57 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 38 58 quantiles quantile NNS work_geqtmszy6nhkdfeupzkzylbkse 38 59 of of IN work_geqtmszy6nhkdfeupzkzylbkse 38 60 the the DT work_geqtmszy6nhkdfeupzkzylbkse 38 61 price price NN work_geqtmszy6nhkdfeupzkzylbkse 38 62 distribution distribution NN work_geqtmszy6nhkdfeupzkzylbkse 38 63 ? ? . work_geqtmszy6nhkdfeupzkzylbkse 39 1 • • VB work_geqtmszy6nhkdfeupzkzylbkse 39 2 How how WRB work_geqtmszy6nhkdfeupzkzylbkse 39 3 do do VBP work_geqtmszy6nhkdfeupzkzylbkse 39 4 time time NN work_geqtmszy6nhkdfeupzkzylbkse 39 5 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 39 6 invariant invariant JJ work_geqtmszy6nhkdfeupzkzylbkse 39 7 and and CC work_geqtmszy6nhkdfeupzkzylbkse 39 8 time time NN work_geqtmszy6nhkdfeupzkzylbkse 39 9 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 39 10 variant variant JJ work_geqtmszy6nhkdfeupzkzylbkse 39 11 characteristics characteristic NNS work_geqtmszy6nhkdfeupzkzylbkse 39 12 affect affect VBP work_geqtmszy6nhkdfeupzkzylbkse 39 13 the the DT work_geqtmszy6nhkdfeupzkzylbkse 39 14 returns return NNS work_geqtmszy6nhkdfeupzkzylbkse 39 15 from from IN work_geqtmszy6nhkdfeupzkzylbkse 39 16 paintings painting NNS work_geqtmszy6nhkdfeupzkzylbkse 39 17 ? ? . work_geqtmszy6nhkdfeupzkzylbkse 40 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 40 2 rest rest NN work_geqtmszy6nhkdfeupzkzylbkse 40 3 of of IN work_geqtmszy6nhkdfeupzkzylbkse 40 4 the the DT work_geqtmszy6nhkdfeupzkzylbkse 40 5 paper paper NN work_geqtmszy6nhkdfeupzkzylbkse 40 6 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 40 7 organized organize VBN work_geqtmszy6nhkdfeupzkzylbkse 40 8 as as IN work_geqtmszy6nhkdfeupzkzylbkse 40 9 follows follow VBZ work_geqtmszy6nhkdfeupzkzylbkse 40 10 . . . work_geqtmszy6nhkdfeupzkzylbkse 41 1 Section section NN work_geqtmszy6nhkdfeupzkzylbkse 41 2 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 41 3 defines define VBZ work_geqtmszy6nhkdfeupzkzylbkse 41 4 the the DT work_geqtmszy6nhkdfeupzkzylbkse 41 5 model model NN work_geqtmszy6nhkdfeupzkzylbkse 41 6 to to TO work_geqtmszy6nhkdfeupzkzylbkse 41 7 be be VB work_geqtmszy6nhkdfeupzkzylbkse 41 8 used use VBN work_geqtmszy6nhkdfeupzkzylbkse 41 9 . . . work_geqtmszy6nhkdfeupzkzylbkse 42 1 Data datum NNS work_geqtmszy6nhkdfeupzkzylbkse 42 2 and and CC work_geqtmszy6nhkdfeupzkzylbkse 42 3 functional functional JJ work_geqtmszy6nhkdfeupzkzylbkse 42 4 form form NN work_geqtmszy6nhkdfeupzkzylbkse 42 5 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 42 6 presented present VBN work_geqtmszy6nhkdfeupzkzylbkse 42 7 in in IN work_geqtmszy6nhkdfeupzkzylbkse 42 8 Section section NN work_geqtmszy6nhkdfeupzkzylbkse 42 9 3 3 CD work_geqtmszy6nhkdfeupzkzylbkse 42 10 . . . work_geqtmszy6nhkdfeupzkzylbkse 43 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 43 2 empirical empirical JJ work_geqtmszy6nhkdfeupzkzylbkse 43 3 evidence evidence NN work_geqtmszy6nhkdfeupzkzylbkse 43 4 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 43 5 discussed discuss VBN work_geqtmszy6nhkdfeupzkzylbkse 43 6 in in IN work_geqtmszy6nhkdfeupzkzylbkse 43 7 Section section NN work_geqtmszy6nhkdfeupzkzylbkse 43 8 4 4 CD work_geqtmszy6nhkdfeupzkzylbkse 43 9 . . . work_geqtmszy6nhkdfeupzkzylbkse 44 1 Section section NN work_geqtmszy6nhkdfeupzkzylbkse 44 2 5 5 CD work_geqtmszy6nhkdfeupzkzylbkse 44 3 concludes conclude VBZ work_geqtmszy6nhkdfeupzkzylbkse 44 4 . . . work_geqtmszy6nhkdfeupzkzylbkse 45 1 2 2 LS work_geqtmszy6nhkdfeupzkzylbkse 45 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 46 1 Theoretical theoretical JJ work_geqtmszy6nhkdfeupzkzylbkse 46 2 framework framework NN work_geqtmszy6nhkdfeupzkzylbkse 46 3 The the DT work_geqtmszy6nhkdfeupzkzylbkse 46 4 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 46 5 OLS OLS NNP work_geqtmszy6nhkdfeupzkzylbkse 46 6 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 46 7 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 46 8 commonly commonly RB work_geqtmszy6nhkdfeupzkzylbkse 46 9 used use VBN work_geqtmszy6nhkdfeupzkzylbkse 46 10 in in IN work_geqtmszy6nhkdfeupzkzylbkse 46 11 the the DT work_geqtmszy6nhkdfeupzkzylbkse 46 12 analysis analysis NN work_geqtmszy6nhkdfeupzkzylbkse 46 13 of of IN work_geqtmszy6nhkdfeupzkzylbkse 46 14 the the DT work_geqtmszy6nhkdfeupzkzylbkse 46 15 art art NN work_geqtmszy6nhkdfeupzkzylbkse 46 16 market market NN work_geqtmszy6nhkdfeupzkzylbkse 46 17 to to TO work_geqtmszy6nhkdfeupzkzylbkse 46 18 determine determine VB work_geqtmszy6nhkdfeupzkzylbkse 46 19 the the DT work_geqtmszy6nhkdfeupzkzylbkse 46 20 relationship relationship NN work_geqtmszy6nhkdfeupzkzylbkse 46 21 between between IN work_geqtmszy6nhkdfeupzkzylbkse 46 22 a a DT work_geqtmszy6nhkdfeupzkzylbkse 46 23 set set NN work_geqtmszy6nhkdfeupzkzylbkse 46 24 of of IN work_geqtmszy6nhkdfeupzkzylbkse 46 25 characteristics characteristic NNS work_geqtmszy6nhkdfeupzkzylbkse 46 26 of of IN work_geqtmszy6nhkdfeupzkzylbkse 46 27 collectibles collectible NNS work_geqtmszy6nhkdfeupzkzylbkse 46 28 and and CC work_geqtmszy6nhkdfeupzkzylbkse 46 29 their -PRON- PRP$ work_geqtmszy6nhkdfeupzkzylbkse 46 30 corresponding corresponding JJ work_geqtmszy6nhkdfeupzkzylbkse 46 31 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 46 32 hammer hammer NN work_geqtmszy6nhkdfeupzkzylbkse 46 33 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 46 34 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 46 35 . . . work_geqtmszy6nhkdfeupzkzylbkse 47 1 Such such PDT work_geqtmszy6nhkdfeupzkzylbkse 47 2 an an DT work_geqtmszy6nhkdfeupzkzylbkse 47 3 approach approach NN work_geqtmszy6nhkdfeupzkzylbkse 47 4 relies rely VBZ work_geqtmszy6nhkdfeupzkzylbkse 47 5 upon upon IN work_geqtmszy6nhkdfeupzkzylbkse 47 6 the the DT work_geqtmszy6nhkdfeupzkzylbkse 47 7 mean mean NN work_geqtmszy6nhkdfeupzkzylbkse 47 8 of of IN work_geqtmszy6nhkdfeupzkzylbkse 47 9 conditional conditional JJ work_geqtmszy6nhkdfeupzkzylbkse 47 10 distribution distribution NN work_geqtmszy6nhkdfeupzkzylbkse 47 11 of of IN work_geqtmszy6nhkdfeupzkzylbkse 47 12 the the DT work_geqtmszy6nhkdfeupzkzylbkse 47 13 dependent dependent JJ work_geqtmszy6nhkdfeupzkzylbkse 47 14 variable variable NN work_geqtmszy6nhkdfeupzkzylbkse 47 15 . . . work_geqtmszy6nhkdfeupzkzylbkse 48 1 However however RB work_geqtmszy6nhkdfeupzkzylbkse 48 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 48 3 to to IN work_geqtmszy6nhkdfeupzkzylbkse 48 4 the the DT work_geqtmszy6nhkdfeupzkzylbkse 48 5 extent extent NN work_geqtmszy6nhkdfeupzkzylbkse 48 6 that that IN work_geqtmszy6nhkdfeupzkzylbkse 48 7 characteristics characteristic NNS work_geqtmszy6nhkdfeupzkzylbkse 48 8 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 48 9 expected expect VBN work_geqtmszy6nhkdfeupzkzylbkse 48 10 to to TO work_geqtmszy6nhkdfeupzkzylbkse 48 11 be be VB work_geqtmszy6nhkdfeupzkzylbkse 48 12 valued value VBN work_geqtmszy6nhkdfeupzkzylbkse 48 13 differently differently RB work_geqtmszy6nhkdfeupzkzylbkse 48 14 across across IN work_geqtmszy6nhkdfeupzkzylbkse 48 15 a a DT work_geqtmszy6nhkdfeupzkzylbkse 48 16 given give VBN work_geqtmszy6nhkdfeupzkzylbkse 48 17 distribution distribution NN work_geqtmszy6nhkdfeupzkzylbkse 48 18 of of IN work_geqtmszy6nhkdfeupzkzylbkse 48 19 selling sell VBG work_geqtmszy6nhkdfeupzkzylbkse 48 20 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 48 21 , , , work_geqtmszy6nhkdfeupzkzylbkse 48 22 the the DT work_geqtmszy6nhkdfeupzkzylbkse 48 23 exogenous exogenous JJ work_geqtmszy6nhkdfeupzkzylbkse 48 24 variables variable NNS work_geqtmszy6nhkdfeupzkzylbkse 48 25 influence influence VBP work_geqtmszy6nhkdfeupzkzylbkse 48 26 the the DT work_geqtmszy6nhkdfeupzkzylbkse 48 27 parameters parameter NNS work_geqtmszy6nhkdfeupzkzylbkse 48 28 of of IN work_geqtmszy6nhkdfeupzkzylbkse 48 29 the the DT work_geqtmszy6nhkdfeupzkzylbkse 48 30 conditional conditional JJ work_geqtmszy6nhkdfeupzkzylbkse 48 31 distribution distribution NN work_geqtmszy6nhkdfeupzkzylbkse 48 32 of of IN work_geqtmszy6nhkdfeupzkzylbkse 48 33 the the DT work_geqtmszy6nhkdfeupzkzylbkse 48 34 dependent dependent JJ work_geqtmszy6nhkdfeupzkzylbkse 48 35 variable variable NN work_geqtmszy6nhkdfeupzkzylbkse 48 36 differently differently RB work_geqtmszy6nhkdfeupzkzylbkse 48 37 . . . work_geqtmszy6nhkdfeupzkzylbkse 49 1 Neglecting neglect VBG work_geqtmszy6nhkdfeupzkzylbkse 49 2 this this DT work_geqtmszy6nhkdfeupzkzylbkse 49 3 possibility possibility NN work_geqtmszy6nhkdfeupzkzylbkse 49 4 might may MD work_geqtmszy6nhkdfeupzkzylbkse 49 5 undermine undermine VB work_geqtmszy6nhkdfeupzkzylbkse 49 6 the the DT work_geqtmszy6nhkdfeupzkzylbkse 49 7 reliability reliability NN work_geqtmszy6nhkdfeupzkzylbkse 49 8 of of IN work_geqtmszy6nhkdfeupzkzylbkse 49 9 the the DT work_geqtmszy6nhkdfeupzkzylbkse 49 10 results result NNS work_geqtmszy6nhkdfeupzkzylbkse 49 11 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 49 12 Koenker Koenker NNP work_geqtmszy6nhkdfeupzkzylbkse 49 13 and and CC work_geqtmszy6nhkdfeupzkzylbkse 49 14 Bassett Bassett NNP work_geqtmszy6nhkdfeupzkzylbkse 49 15 , , , work_geqtmszy6nhkdfeupzkzylbkse 49 16 1978 1978 CD work_geqtmszy6nhkdfeupzkzylbkse 49 17 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 49 18 Zietz Zietz NNP work_geqtmszy6nhkdfeupzkzylbkse 49 19 et et NNP work_geqtmszy6nhkdfeupzkzylbkse 49 20 al al NNP work_geqtmszy6nhkdfeupzkzylbkse 49 21 . . NNP work_geqtmszy6nhkdfeupzkzylbkse 49 22 , , , work_geqtmszy6nhkdfeupzkzylbkse 49 23 2007 2007 CD work_geqtmszy6nhkdfeupzkzylbkse 49 24 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 49 25 . . . work_geqtmszy6nhkdfeupzkzylbkse 50 1 Unlike unlike IN work_geqtmszy6nhkdfeupzkzylbkse 50 2 OLS OLS NNP work_geqtmszy6nhkdfeupzkzylbkse 50 3 , , , work_geqtmszy6nhkdfeupzkzylbkse 50 4 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 50 5 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 50 6 models model NNS work_geqtmszy6nhkdfeupzkzylbkse 50 7 allow allow VBP work_geqtmszy6nhkdfeupzkzylbkse 50 8 for for IN work_geqtmszy6nhkdfeupzkzylbkse 50 9 a a DT work_geqtmszy6nhkdfeupzkzylbkse 50 10 full full JJ work_geqtmszy6nhkdfeupzkzylbkse 50 11 characterization characterization NN work_geqtmszy6nhkdfeupzkzylbkse 50 12 of of IN work_geqtmszy6nhkdfeupzkzylbkse 50 13 the the DT work_geqtmszy6nhkdfeupzkzylbkse 50 14 conditional conditional JJ work_geqtmszy6nhkdfeupzkzylbkse 50 15 distribution distribution NN work_geqtmszy6nhkdfeupzkzylbkse 50 16 of of IN work_geqtmszy6nhkdfeupzkzylbkse 50 17 the the DT work_geqtmszy6nhkdfeupzkzylbkse 50 18 dependent dependent JJ work_geqtmszy6nhkdfeupzkzylbkse 50 19 variable variable NN work_geqtmszy6nhkdfeupzkzylbkse 50 20 . . . work_geqtmszy6nhkdfeupzkzylbkse 51 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 51 2 standard standard JJ work_geqtmszy6nhkdfeupzkzylbkse 51 3 OLS OLS NNP work_geqtmszy6nhkdfeupzkzylbkse 51 4 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 51 5 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 51 6 minimizes minimize VBZ work_geqtmszy6nhkdfeupzkzylbkse 51 7 the the DT work_geqtmszy6nhkdfeupzkzylbkse 51 8 sum sum NN work_geqtmszy6nhkdfeupzkzylbkse 51 9 of of IN work_geqtmszy6nhkdfeupzkzylbkse 51 10 the the DT work_geqtmszy6nhkdfeupzkzylbkse 51 11 squared square VBN work_geqtmszy6nhkdfeupzkzylbkse 51 12 residuals residual NNS work_geqtmszy6nhkdfeupzkzylbkse 51 13 : : : work_geqtmszy6nhkdfeupzkzylbkse 51 14 { { -LRB- work_geqtmszy6nhkdfeupzkzylbkse 51 15 } } -RRB- work_geqtmszy6nhkdfeupzkzylbkse 51 16 , , , work_geqtmszy6nhkdfeupzkzylbkse 51 17 min min NNP work_geqtmszy6nhkdfeupzkzylbkse 51 18 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 51 19 0 0 CD work_geqtmszy6nhkdfeupzkzylbkse 51 20 , , , work_geqtmszy6nhkdfeupzkzylbkse 51 21 0 0 CD work_geqtmszy6nhkdfeupzkzylbkse 51 22 ∑ ∑ NNS work_geqtmszy6nhkdfeupzkzylbkse 51 23 ∑ ∑ . work_geqtmszy6nhkdfeupzkzylbkse 51 24   NFP work_geqtmszy6nhkdfeupzkzylbkse 51 25   NNP work_geqtmszy6nhkdfeupzkzylbkse 51 26   CD work_geqtmszy6nhkdfeupzkzylbkse 51 27   ADD work_geqtmszy6nhkdfeupzkzylbkse 51 28   ADD work_geqtmszy6nhkdfeupzkzylbkse 51 29   NNPS work_geqtmszy6nhkdfeupzkzylbkse 51 30   VBN work_geqtmszy6nhkdfeupzkzylbkse 51 31 − − NNP work_geqtmszy6nhkdfeupzkzylbkse 51 32 = = NFP work_geqtmszy6nhkdfeupzkzylbkse 51 33 = = NFP work_geqtmszy6nhkdfeupzkzylbkse 51 34 i i NN work_geqtmszy6nhkdfeupzkzylbkse 51 35 k k NNP work_geqtmszy6nhkdfeupzkzylbkse 51 36 j j NNP work_geqtmszy6nhkdfeupzkzylbkse 51 37 ijji ijji NNP work_geqtmszy6nhkdfeupzkzylbkse 51 38 xyk xyk NNP work_geqtmszy6nhkdfeupzkzylbkse 51 39 jj jj NNP work_geqtmszy6nhkdfeupzkzylbkse 51 40 β β NNP work_geqtmszy6nhkdfeupzkzylbkse 51 41 β β NNP work_geqtmszy6nhkdfeupzkzylbkse 51 42 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 51 43 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 51 44 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 51 45 where where WRB work_geqtmszy6nhkdfeupzkzylbkse 51 46 yi yi NNP work_geqtmszy6nhkdfeupzkzylbkse 51 47 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 51 48 the the DT work_geqtmszy6nhkdfeupzkzylbkse 51 49 dependent dependent JJ work_geqtmszy6nhkdfeupzkzylbkse 51 50 variable variable NN work_geqtmszy6nhkdfeupzkzylbkse 51 51 at at IN work_geqtmszy6nhkdfeupzkzylbkse 51 52 observation observation NN work_geqtmszy6nhkdfeupzkzylbkse 51 53 i i PRP work_geqtmszy6nhkdfeupzkzylbkse 51 54 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 51 55 xj xj NNP work_geqtmszy6nhkdfeupzkzylbkse 51 56 , , , work_geqtmszy6nhkdfeupzkzylbkse 51 57 i i PRP work_geqtmszy6nhkdfeupzkzylbkse 51 58 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 51 59 the the DT work_geqtmszy6nhkdfeupzkzylbkse 51 60 j j NNP work_geqtmszy6nhkdfeupzkzylbkse 51 61 regressor regressor NNP work_geqtmszy6nhkdfeupzkzylbkse 51 62 variable variable NN work_geqtmszy6nhkdfeupzkzylbkse 51 63 at at IN work_geqtmszy6nhkdfeupzkzylbkse 51 64 observation observation NN work_geqtmszy6nhkdfeupzkzylbkse 51 65 i i PRP work_geqtmszy6nhkdfeupzkzylbkse 51 66 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 51 67 and and CC work_geqtmszy6nhkdfeupzkzylbkse 51 68 βj βj NNP work_geqtmszy6nhkdfeupzkzylbkse 51 69 the the DT work_geqtmszy6nhkdfeupzkzylbkse 51 70 parameter parameter NN work_geqtmszy6nhkdfeupzkzylbkse 51 71 of of IN work_geqtmszy6nhkdfeupzkzylbkse 51 72 the the DT work_geqtmszy6nhkdfeupzkzylbkse 51 73 implicit implicit JJ work_geqtmszy6nhkdfeupzkzylbkse 51 74 price price NN work_geqtmszy6nhkdfeupzkzylbkse 51 75 of of IN work_geqtmszy6nhkdfeupzkzylbkse 51 76 the the DT work_geqtmszy6nhkdfeupzkzylbkse 51 77 j j NNP work_geqtmszy6nhkdfeupzkzylbkse 51 78 characteristic characteristic NN work_geqtmszy6nhkdfeupzkzylbkse 51 79 . . . work_geqtmszy6nhkdfeupzkzylbkse 52 1 By by IN work_geqtmszy6nhkdfeupzkzylbkse 52 2 contrast contrast NN work_geqtmszy6nhkdfeupzkzylbkse 52 3 , , , work_geqtmszy6nhkdfeupzkzylbkse 52 4 quantile quantile NNP work_geqtmszy6nhkdfeupzkzylbkse 52 5 model model NN work_geqtmszy6nhkdfeupzkzylbkse 52 6 involves involve VBZ work_geqtmszy6nhkdfeupzkzylbkse 52 7 instead instead RB work_geqtmszy6nhkdfeupzkzylbkse 52 8 the the DT work_geqtmszy6nhkdfeupzkzylbkse 52 9 minimization minimization NN work_geqtmszy6nhkdfeupzkzylbkse 52 10 of of IN work_geqtmszy6nhkdfeupzkzylbkse 52 11 a a DT work_geqtmszy6nhkdfeupzkzylbkse 52 12 weighted weighted JJ work_geqtmszy6nhkdfeupzkzylbkse 52 13 sum sum NN work_geqtmszy6nhkdfeupzkzylbkse 52 14 of of IN work_geqtmszy6nhkdfeupzkzylbkse 52 15 the the DT work_geqtmszy6nhkdfeupzkzylbkse 52 16 absolute absolute JJ work_geqtmszy6nhkdfeupzkzylbkse 52 17 deviations deviation NNS work_geqtmszy6nhkdfeupzkzylbkse 52 18 in in IN work_geqtmszy6nhkdfeupzkzylbkse 52 19 a a DT work_geqtmszy6nhkdfeupzkzylbkse 52 20 median median JJ work_geqtmszy6nhkdfeupzkzylbkse 52 21 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 52 22 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 52 23 context context NN work_geqtmszy6nhkdfeupzkzylbkse 52 24 : : : work_geqtmszy6nhkdfeupzkzylbkse 52 25 4 4 CD work_geqtmszy6nhkdfeupzkzylbkse 52 26 { { -LRB- work_geqtmszy6nhkdfeupzkzylbkse 52 27 } } -RRB- work_geqtmszy6nhkdfeupzkzylbkse 52 28 , , , work_geqtmszy6nhkdfeupzkzylbkse 52 29 min min NNP work_geqtmszy6nhkdfeupzkzylbkse 52 30 0 0 CD work_geqtmszy6nhkdfeupzkzylbkse 52 31 , , , work_geqtmszy6nhkdfeupzkzylbkse 52 32 0 0 CD work_geqtmszy6nhkdfeupzkzylbkse 52 33 ∑ ∑ CD work_geqtmszy6nhkdfeupzkzylbkse 52 34 ∑ ∑ . work_geqtmszy6nhkdfeupzkzylbkse 52 35 = = SYM work_geqtmszy6nhkdfeupzkzylbkse 52 36 − − NNP work_geqtmszy6nhkdfeupzkzylbkse 52 37 = = SYM work_geqtmszy6nhkdfeupzkzylbkse 52 38 i i PRP work_geqtmszy6nhkdfeupzkzylbkse 52 39 i i PRP work_geqtmszy6nhkdfeupzkzylbkse 52 40 k k XX work_geqtmszy6nhkdfeupzkzylbkse 52 41 j j NNP work_geqtmszy6nhkdfeupzkzylbkse 52 42 ijji ijji NNP work_geqtmszy6nhkdfeupzkzylbkse 52 43 hxyk hxyk NNP work_geqtmszy6nhkdfeupzkzylbkse 52 44 jj jj NNP work_geqtmszy6nhkdfeupzkzylbkse 52 45 β β NNP work_geqtmszy6nhkdfeupzkzylbkse 52 46 β β NNP work_geqtmszy6nhkdfeupzkzylbkse 52 47 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 52 48 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 52 49 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 52 50 where where WRB work_geqtmszy6nhkdfeupzkzylbkse 52 51 the the DT work_geqtmszy6nhkdfeupzkzylbkse 52 52 weight weight NN work_geqtmszy6nhkdfeupzkzylbkse 52 53 hi hi UH work_geqtmszy6nhkdfeupzkzylbkse 52 54 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 52 55 defined define VBN work_geqtmszy6nhkdfeupzkzylbkse 52 56 as as IN work_geqtmszy6nhkdfeupzkzylbkse 52 57 hi hi UH work_geqtmszy6nhkdfeupzkzylbkse 52 58 = = SYM work_geqtmszy6nhkdfeupzkzylbkse 52 59 2q 2q NN work_geqtmszy6nhkdfeupzkzylbkse 52 60 if if IN work_geqtmszy6nhkdfeupzkzylbkse 52 61 the the DT work_geqtmszy6nhkdfeupzkzylbkse 52 62 residual residual NN work_geqtmszy6nhkdfeupzkzylbkse 52 63 for for IN work_geqtmszy6nhkdfeupzkzylbkse 52 64 the the DT work_geqtmszy6nhkdfeupzkzylbkse 52 65 ith ith NNP work_geqtmszy6nhkdfeupzkzylbkse 52 66 observation observation NN work_geqtmszy6nhkdfeupzkzylbkse 52 67 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 52 68 strictly strictly RB work_geqtmszy6nhkdfeupzkzylbkse 52 69 positive positive JJ work_geqtmszy6nhkdfeupzkzylbkse 52 70 or or CC work_geqtmszy6nhkdfeupzkzylbkse 52 71 as as IN work_geqtmszy6nhkdfeupzkzylbkse 52 72 hi hi JJ work_geqtmszy6nhkdfeupzkzylbkse 52 73 = = SYM work_geqtmszy6nhkdfeupzkzylbkse 52 74 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 52 75 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 52 76 2q 2q NN work_geqtmszy6nhkdfeupzkzylbkse 52 77 if if IN work_geqtmszy6nhkdfeupzkzylbkse 52 78 the the DT work_geqtmszy6nhkdfeupzkzylbkse 52 79 residual residual NN work_geqtmszy6nhkdfeupzkzylbkse 52 80 for for IN work_geqtmszy6nhkdfeupzkzylbkse 52 81 the the DT work_geqtmszy6nhkdfeupzkzylbkse 52 82 ith ith NNP work_geqtmszy6nhkdfeupzkzylbkse 52 83 observation observation NN work_geqtmszy6nhkdfeupzkzylbkse 52 84 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 52 85 negative negative JJ work_geqtmszy6nhkdfeupzkzylbkse 52 86 or or CC work_geqtmszy6nhkdfeupzkzylbkse 52 87 zero zero CD work_geqtmszy6nhkdfeupzkzylbkse 52 88 . . . work_geqtmszy6nhkdfeupzkzylbkse 53 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 53 2 variable variable JJ work_geqtmszy6nhkdfeupzkzylbkse 53 3 q q NN work_geqtmszy6nhkdfeupzkzylbkse 53 4 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 53 5 0 0 NFP work_geqtmszy6nhkdfeupzkzylbkse 53 6 < < XX work_geqtmszy6nhkdfeupzkzylbkse 53 7 q<1 q<1 NNP work_geqtmszy6nhkdfeupzkzylbkse 53 8 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 53 9 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 53 10 the the DT work_geqtmszy6nhkdfeupzkzylbkse 53 11 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 53 12 to to TO work_geqtmszy6nhkdfeupzkzylbkse 53 13 be be VB work_geqtmszy6nhkdfeupzkzylbkse 53 14 estimated estimate VBN work_geqtmszy6nhkdfeupzkzylbkse 53 15 . . . work_geqtmszy6nhkdfeupzkzylbkse 54 1 This this DT work_geqtmszy6nhkdfeupzkzylbkse 54 2 flexible flexible JJ work_geqtmszy6nhkdfeupzkzylbkse 54 3 estimation estimation NN work_geqtmszy6nhkdfeupzkzylbkse 54 4 method method NN work_geqtmszy6nhkdfeupzkzylbkse 54 5 might may MD work_geqtmszy6nhkdfeupzkzylbkse 54 6 be be VB work_geqtmszy6nhkdfeupzkzylbkse 54 7 particularly particularly RB work_geqtmszy6nhkdfeupzkzylbkse 54 8 useful useful JJ work_geqtmszy6nhkdfeupzkzylbkse 54 9 in in IN work_geqtmszy6nhkdfeupzkzylbkse 54 10 our -PRON- PRP$ work_geqtmszy6nhkdfeupzkzylbkse 54 11 framework framework NN work_geqtmszy6nhkdfeupzkzylbkse 54 12 , , , work_geqtmszy6nhkdfeupzkzylbkse 54 13 in in IN work_geqtmszy6nhkdfeupzkzylbkse 54 14 which which WDT work_geqtmszy6nhkdfeupzkzylbkse 54 15 the the DT work_geqtmszy6nhkdfeupzkzylbkse 54 16 price price NN work_geqtmszy6nhkdfeupzkzylbkse 54 17 distribution distribution NN work_geqtmszy6nhkdfeupzkzylbkse 54 18 of of IN work_geqtmszy6nhkdfeupzkzylbkse 54 19 the the DT work_geqtmszy6nhkdfeupzkzylbkse 54 20 art art NN work_geqtmszy6nhkdfeupzkzylbkse 54 21 items item NNS work_geqtmszy6nhkdfeupzkzylbkse 54 22 shows show VBZ work_geqtmszy6nhkdfeupzkzylbkse 54 23 a a DT work_geqtmszy6nhkdfeupzkzylbkse 54 24 neat neat JJ work_geqtmszy6nhkdfeupzkzylbkse 54 25 departure departure NN work_geqtmszy6nhkdfeupzkzylbkse 54 26 from from IN work_geqtmszy6nhkdfeupzkzylbkse 54 27 normality normality NN work_geqtmszy6nhkdfeupzkzylbkse 54 28 . . . work_geqtmszy6nhkdfeupzkzylbkse 55 1 Figure figure NN work_geqtmszy6nhkdfeupzkzylbkse 55 2 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 55 3 displays display VBZ work_geqtmszy6nhkdfeupzkzylbkse 55 4 the the DT work_geqtmszy6nhkdfeupzkzylbkse 55 5 empirical empirical JJ work_geqtmszy6nhkdfeupzkzylbkse 55 6 distribution distribution NN work_geqtmszy6nhkdfeupzkzylbkse 55 7 function function NN work_geqtmszy6nhkdfeupzkzylbkse 55 8 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 55 9 EDF EDF NNP work_geqtmszy6nhkdfeupzkzylbkse 55 10 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 55 11 for for IN work_geqtmszy6nhkdfeupzkzylbkse 55 12 the the DT work_geqtmszy6nhkdfeupzkzylbkse 55 13 hammer hammer NN work_geqtmszy6nhkdfeupzkzylbkse 55 14 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 55 15 . . . work_geqtmszy6nhkdfeupzkzylbkse 56 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 56 2 inverted inverted JJ work_geqtmszy6nhkdfeupzkzylbkse 56 3 ‘ ' `` work_geqtmszy6nhkdfeupzkzylbkse 56 4 L L NNP work_geqtmszy6nhkdfeupzkzylbkse 56 5 ’ ' '' work_geqtmszy6nhkdfeupzkzylbkse 56 6 shape shape NN work_geqtmszy6nhkdfeupzkzylbkse 56 7 of of IN work_geqtmszy6nhkdfeupzkzylbkse 56 8 the the DT work_geqtmszy6nhkdfeupzkzylbkse 56 9 EDF EDF NNP work_geqtmszy6nhkdfeupzkzylbkse 56 10 shows show VBZ work_geqtmszy6nhkdfeupzkzylbkse 56 11 that that IN work_geqtmszy6nhkdfeupzkzylbkse 56 12 many many JJ work_geqtmszy6nhkdfeupzkzylbkse 56 13 items item NNS work_geqtmszy6nhkdfeupzkzylbkse 56 14 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 56 15 concentrated concentrate VBN work_geqtmszy6nhkdfeupzkzylbkse 56 16 in in IN work_geqtmszy6nhkdfeupzkzylbkse 56 17 the the DT work_geqtmszy6nhkdfeupzkzylbkse 56 18 left left JJ work_geqtmszy6nhkdfeupzkzylbkse 56 19 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 56 20 hand hand NN work_geqtmszy6nhkdfeupzkzylbkse 56 21 tail tail NN work_geqtmszy6nhkdfeupzkzylbkse 56 22 and and CC work_geqtmszy6nhkdfeupzkzylbkse 56 23 that that IN work_geqtmszy6nhkdfeupzkzylbkse 56 24 there there EX work_geqtmszy6nhkdfeupzkzylbkse 56 25 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 56 26 a a DT work_geqtmszy6nhkdfeupzkzylbkse 56 27 long long JJ work_geqtmszy6nhkdfeupzkzylbkse 56 28 right right JJ work_geqtmszy6nhkdfeupzkzylbkse 56 29 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 56 30 hand hand NN work_geqtmszy6nhkdfeupzkzylbkse 56 31 tail tail NN work_geqtmszy6nhkdfeupzkzylbkse 56 32 made make VBN work_geqtmszy6nhkdfeupzkzylbkse 56 33 up up RP work_geqtmszy6nhkdfeupzkzylbkse 56 34 of of IN work_geqtmszy6nhkdfeupzkzylbkse 56 35 relatively relatively RB work_geqtmszy6nhkdfeupzkzylbkse 56 36 few few JJ work_geqtmszy6nhkdfeupzkzylbkse 56 37 items item NNS work_geqtmszy6nhkdfeupzkzylbkse 56 38 that that WDT work_geqtmszy6nhkdfeupzkzylbkse 56 39 have have VBP work_geqtmszy6nhkdfeupzkzylbkse 56 40 high high JJ work_geqtmszy6nhkdfeupzkzylbkse 56 41 selling sell VBG work_geqtmszy6nhkdfeupzkzylbkse 56 42 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 56 43 . . . work_geqtmszy6nhkdfeupzkzylbkse 57 1 In in IN work_geqtmszy6nhkdfeupzkzylbkse 57 2 these these DT work_geqtmszy6nhkdfeupzkzylbkse 57 3 cases case NNS work_geqtmszy6nhkdfeupzkzylbkse 57 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 57 5 the the DT work_geqtmszy6nhkdfeupzkzylbkse 57 6 quantile quantile NNP work_geqtmszy6nhkdfeupzkzylbkse 57 7 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 57 8 procedure procedure NN work_geqtmszy6nhkdfeupzkzylbkse 57 9 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 57 10 less less RBR work_geqtmszy6nhkdfeupzkzylbkse 57 11 sensitive sensitive JJ work_geqtmszy6nhkdfeupzkzylbkse 57 12 to to IN work_geqtmszy6nhkdfeupzkzylbkse 57 13 outliers outlier NNS work_geqtmszy6nhkdfeupzkzylbkse 57 14 and and CC work_geqtmszy6nhkdfeupzkzylbkse 57 15 provides provide VBZ work_geqtmszy6nhkdfeupzkzylbkse 57 16 a a DT work_geqtmszy6nhkdfeupzkzylbkse 57 17 more more RBR work_geqtmszy6nhkdfeupzkzylbkse 57 18 robust robust JJ work_geqtmszy6nhkdfeupzkzylbkse 57 19 estimator estimator NN work_geqtmszy6nhkdfeupzkzylbkse 57 20 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 57 21 Koenker Koenker NNP work_geqtmszy6nhkdfeupzkzylbkse 57 22 and and CC work_geqtmszy6nhkdfeupzkzylbkse 57 23 Hallock Hallock NNP work_geqtmszy6nhkdfeupzkzylbkse 57 24 , , , work_geqtmszy6nhkdfeupzkzylbkse 57 25 2001 2001 CD work_geqtmszy6nhkdfeupzkzylbkse 57 26 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 57 27 Bassett Bassett NNP work_geqtmszy6nhkdfeupzkzylbkse 57 28 et et FW work_geqtmszy6nhkdfeupzkzylbkse 57 29 al al NNP work_geqtmszy6nhkdfeupzkzylbkse 57 30 . . . work_geqtmszy6nhkdfeupzkzylbkse 58 1 2002 2002 CD work_geqtmszy6nhkdfeupzkzylbkse 58 2 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 58 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 59 1 Quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 59 2 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 59 3 models model NNS work_geqtmszy6nhkdfeupzkzylbkse 59 4 may may MD work_geqtmszy6nhkdfeupzkzylbkse 59 5 also also RB work_geqtmszy6nhkdfeupzkzylbkse 59 6 have have VB work_geqtmszy6nhkdfeupzkzylbkse 59 7 better well JJR work_geqtmszy6nhkdfeupzkzylbkse 59 8 properties property NNS work_geqtmszy6nhkdfeupzkzylbkse 59 9 than than IN work_geqtmszy6nhkdfeupzkzylbkse 59 10 OLS OLS NNP work_geqtmszy6nhkdfeupzkzylbkse 59 11 models model NNS work_geqtmszy6nhkdfeupzkzylbkse 59 12 in in IN work_geqtmszy6nhkdfeupzkzylbkse 59 13 the the DT work_geqtmszy6nhkdfeupzkzylbkse 59 14 presence presence NN work_geqtmszy6nhkdfeupzkzylbkse 59 15 of of IN work_geqtmszy6nhkdfeupzkzylbkse 59 16 heteroschedasticity heteroschedasticity NN work_geqtmszy6nhkdfeupzkzylbkse 59 17 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 59 18 Deaton Deaton NNP work_geqtmszy6nhkdfeupzkzylbkse 59 19 , , , work_geqtmszy6nhkdfeupzkzylbkse 59 20 1997 1997 CD work_geqtmszy6nhkdfeupzkzylbkse 59 21 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 59 22 . . . work_geqtmszy6nhkdfeupzkzylbkse 60 1 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 60 2 Figure figure NN work_geqtmszy6nhkdfeupzkzylbkse 60 3 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 60 4 about about IN work_geqtmszy6nhkdfeupzkzylbkse 60 5 here here RB work_geqtmszy6nhkdfeupzkzylbkse 60 6 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 60 7 3 3 CD work_geqtmszy6nhkdfeupzkzylbkse 60 8 . . . work_geqtmszy6nhkdfeupzkzylbkse 61 1 Data datum NNS work_geqtmszy6nhkdfeupzkzylbkse 61 2 and and CC work_geqtmszy6nhkdfeupzkzylbkse 61 3 functional functional JJ work_geqtmszy6nhkdfeupzkzylbkse 61 4 form form NN work_geqtmszy6nhkdfeupzkzylbkse 61 5 The the DT work_geqtmszy6nhkdfeupzkzylbkse 61 6 dataset dataset NN work_geqtmszy6nhkdfeupzkzylbkse 61 7 considers consider VBZ work_geqtmszy6nhkdfeupzkzylbkse 61 8 716 716 CD work_geqtmszy6nhkdfeupzkzylbkse 61 9 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 61 10 paintings painting NNS work_geqtmszy6nhkdfeupzkzylbkse 61 11 sold sell VBN work_geqtmszy6nhkdfeupzkzylbkse 61 12 at at IN work_geqtmszy6nhkdfeupzkzylbkse 61 13 auction auction NN work_geqtmszy6nhkdfeupzkzylbkse 61 14 worldwide worldwide RB work_geqtmszy6nhkdfeupzkzylbkse 61 15 during during IN work_geqtmszy6nhkdfeupzkzylbkse 61 16 the the DT work_geqtmszy6nhkdfeupzkzylbkse 61 17 period period NN work_geqtmszy6nhkdfeupzkzylbkse 61 18 1988 1988 CD work_geqtmszy6nhkdfeupzkzylbkse 61 19 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 61 20 2005 2005 CD work_geqtmszy6nhkdfeupzkzylbkse 61 21 . . . work_geqtmszy6nhkdfeupzkzylbkse 62 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 62 2 data datum NNS work_geqtmszy6nhkdfeupzkzylbkse 62 3 set set NN work_geqtmszy6nhkdfeupzkzylbkse 62 4 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 62 5 collected collect VBN work_geqtmszy6nhkdfeupzkzylbkse 62 6 from from IN work_geqtmszy6nhkdfeupzkzylbkse 62 7 the the DT work_geqtmszy6nhkdfeupzkzylbkse 62 8 2006 2006 CD work_geqtmszy6nhkdfeupzkzylbkse 62 9 edition edition NN work_geqtmszy6nhkdfeupzkzylbkse 62 10 of of IN work_geqtmszy6nhkdfeupzkzylbkse 62 11 the the DT work_geqtmszy6nhkdfeupzkzylbkse 62 12 Art Art NNP work_geqtmszy6nhkdfeupzkzylbkse 62 13 Price Price NNP work_geqtmszy6nhkdfeupzkzylbkse 62 14 Index Index NNP work_geqtmszy6nhkdfeupzkzylbkse 62 15 on on IN work_geqtmszy6nhkdfeupzkzylbkse 62 16 CD CD NNP work_geqtmszy6nhkdfeupzkzylbkse 62 17 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 62 18 Rom rom NN work_geqtmszy6nhkdfeupzkzylbkse 62 19 . . . work_geqtmszy6nhkdfeupzkzylbkse 63 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 63 2 use use NN work_geqtmszy6nhkdfeupzkzylbkse 63 3 of of IN work_geqtmszy6nhkdfeupzkzylbkse 63 4 a a DT work_geqtmszy6nhkdfeupzkzylbkse 63 5 relatively relatively RB work_geqtmszy6nhkdfeupzkzylbkse 63 6 homogeneous homogeneous JJ work_geqtmszy6nhkdfeupzkzylbkse 63 7 data datum NNS work_geqtmszy6nhkdfeupzkzylbkse 63 8 set set VBN work_geqtmszy6nhkdfeupzkzylbkse 63 9 based base VBN work_geqtmszy6nhkdfeupzkzylbkse 63 10 on on IN work_geqtmszy6nhkdfeupzkzylbkse 63 11 a a DT work_geqtmszy6nhkdfeupzkzylbkse 63 12 single single JJ work_geqtmszy6nhkdfeupzkzylbkse 63 13 , , , work_geqtmszy6nhkdfeupzkzylbkse 63 14 well well RB work_geqtmszy6nhkdfeupzkzylbkse 63 15 known know VBN work_geqtmszy6nhkdfeupzkzylbkse 63 16 painter painter NN work_geqtmszy6nhkdfeupzkzylbkse 63 17 , , , work_geqtmszy6nhkdfeupzkzylbkse 63 18 should should MD work_geqtmszy6nhkdfeupzkzylbkse 63 19 reduce reduce VB work_geqtmszy6nhkdfeupzkzylbkse 63 20 the the DT work_geqtmszy6nhkdfeupzkzylbkse 63 21 effect effect NN work_geqtmszy6nhkdfeupzkzylbkse 63 22 of of IN work_geqtmszy6nhkdfeupzkzylbkse 63 23 the the DT work_geqtmszy6nhkdfeupzkzylbkse 63 24 several several JJ work_geqtmszy6nhkdfeupzkzylbkse 63 25 sources source NNS work_geqtmszy6nhkdfeupzkzylbkse 63 26 of of IN work_geqtmszy6nhkdfeupzkzylbkse 63 27 artistic artistic JJ work_geqtmszy6nhkdfeupzkzylbkse 63 28 and and CC work_geqtmszy6nhkdfeupzkzylbkse 63 29 market market NN work_geqtmszy6nhkdfeupzkzylbkse 63 30 variability variability NN work_geqtmszy6nhkdfeupzkzylbkse 63 31 , , , work_geqtmszy6nhkdfeupzkzylbkse 63 32 except except IN work_geqtmszy6nhkdfeupzkzylbkse 63 33 for for IN work_geqtmszy6nhkdfeupzkzylbkse 63 34 the the DT work_geqtmszy6nhkdfeupzkzylbkse 63 35 dimension dimension NN work_geqtmszy6nhkdfeupzkzylbkse 63 36 we -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 63 37 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 63 38 interested interested JJ work_geqtmszy6nhkdfeupzkzylbkse 63 39 in in IN work_geqtmszy6nhkdfeupzkzylbkse 63 40 , , , work_geqtmszy6nhkdfeupzkzylbkse 63 41 the the DT work_geqtmszy6nhkdfeupzkzylbkse 63 42 auction auction NN work_geqtmszy6nhkdfeupzkzylbkse 63 43 price price NN work_geqtmszy6nhkdfeupzkzylbkse 63 44 distribution distribution NN work_geqtmszy6nhkdfeupzkzylbkse 63 45 . . . work_geqtmszy6nhkdfeupzkzylbkse 64 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 64 2 publication publication NN work_geqtmszy6nhkdfeupzkzylbkse 64 3 contains contain VBZ work_geqtmszy6nhkdfeupzkzylbkse 64 4 records record NNS work_geqtmszy6nhkdfeupzkzylbkse 64 5 of of IN work_geqtmszy6nhkdfeupzkzylbkse 64 6 paintings painting NNS work_geqtmszy6nhkdfeupzkzylbkse 64 7 sold sell VBN work_geqtmszy6nhkdfeupzkzylbkse 64 8 at at IN work_geqtmszy6nhkdfeupzkzylbkse 64 9 the the DT work_geqtmszy6nhkdfeupzkzylbkse 64 10 world world NN work_geqtmszy6nhkdfeupzkzylbkse 64 11 ’s ’s POS work_geqtmszy6nhkdfeupzkzylbkse 64 12 major major JJ work_geqtmszy6nhkdfeupzkzylbkse 64 13 auctions auction NNS work_geqtmszy6nhkdfeupzkzylbkse 64 14 , , , work_geqtmszy6nhkdfeupzkzylbkse 64 15 and and CC work_geqtmszy6nhkdfeupzkzylbkse 64 16 provides provide VBZ work_geqtmszy6nhkdfeupzkzylbkse 64 17 information information NN work_geqtmszy6nhkdfeupzkzylbkse 64 18 on on IN work_geqtmszy6nhkdfeupzkzylbkse 64 19 a a DT work_geqtmszy6nhkdfeupzkzylbkse 64 20 number number NN work_geqtmszy6nhkdfeupzkzylbkse 64 21 of of IN work_geqtmszy6nhkdfeupzkzylbkse 64 22 variables variable NNS work_geqtmszy6nhkdfeupzkzylbkse 64 23 : : : work_geqtmszy6nhkdfeupzkzylbkse 64 24 artist artist NN work_geqtmszy6nhkdfeupzkzylbkse 64 25 ’s ’s POS work_geqtmszy6nhkdfeupzkzylbkse 64 26 name name NN work_geqtmszy6nhkdfeupzkzylbkse 64 27 , , , work_geqtmszy6nhkdfeupzkzylbkse 64 28 nationality nationality NN work_geqtmszy6nhkdfeupzkzylbkse 64 29 , , , work_geqtmszy6nhkdfeupzkzylbkse 64 30 title title NN work_geqtmszy6nhkdfeupzkzylbkse 64 31 of of IN work_geqtmszy6nhkdfeupzkzylbkse 64 32 the the DT work_geqtmszy6nhkdfeupzkzylbkse 64 33 work work NN work_geqtmszy6nhkdfeupzkzylbkse 64 34 , , , work_geqtmszy6nhkdfeupzkzylbkse 64 35 year year NN work_geqtmszy6nhkdfeupzkzylbkse 64 36 of of IN work_geqtmszy6nhkdfeupzkzylbkse 64 37 production production NN work_geqtmszy6nhkdfeupzkzylbkse 64 38 , , , work_geqtmszy6nhkdfeupzkzylbkse 64 39 materials material NNS work_geqtmszy6nhkdfeupzkzylbkse 64 40 used use VBN work_geqtmszy6nhkdfeupzkzylbkse 64 41 , , , work_geqtmszy6nhkdfeupzkzylbkse 64 42 date date NN work_geqtmszy6nhkdfeupzkzylbkse 64 43 and and CC work_geqtmszy6nhkdfeupzkzylbkse 64 44 city city NN work_geqtmszy6nhkdfeupzkzylbkse 64 45 of of IN work_geqtmszy6nhkdfeupzkzylbkse 64 46 sale sale NN work_geqtmszy6nhkdfeupzkzylbkse 64 47 , , , work_geqtmszy6nhkdfeupzkzylbkse 64 48 auction auction NN work_geqtmszy6nhkdfeupzkzylbkse 64 49 price price NN work_geqtmszy6nhkdfeupzkzylbkse 64 50 , , , work_geqtmszy6nhkdfeupzkzylbkse 64 51 pre pre JJ work_geqtmszy6nhkdfeupzkzylbkse 64 52 - - JJ work_geqtmszy6nhkdfeupzkzylbkse 64 53 sale sale JJ work_geqtmszy6nhkdfeupzkzylbkse 64 54 estimate estimate NN work_geqtmszy6nhkdfeupzkzylbkse 64 55 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 64 56 when when WRB work_geqtmszy6nhkdfeupzkzylbkse 64 57 available available JJ work_geqtmszy6nhkdfeupzkzylbkse 64 58 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 64 59 , , , work_geqtmszy6nhkdfeupzkzylbkse 64 60 dimensions dimension NNS work_geqtmszy6nhkdfeupzkzylbkse 64 61 , , , work_geqtmszy6nhkdfeupzkzylbkse 64 62 signature signature NN work_geqtmszy6nhkdfeupzkzylbkse 64 63 , , , work_geqtmszy6nhkdfeupzkzylbkse 64 64 and and CC work_geqtmszy6nhkdfeupzkzylbkse 64 65 a a DT work_geqtmszy6nhkdfeupzkzylbkse 64 66 number number NN work_geqtmszy6nhkdfeupzkzylbkse 64 67 of of IN work_geqtmszy6nhkdfeupzkzylbkse 64 68 further further JJ work_geqtmszy6nhkdfeupzkzylbkse 64 69 information information NN work_geqtmszy6nhkdfeupzkzylbkse 64 70 that that WDT work_geqtmszy6nhkdfeupzkzylbkse 64 71 might may MD work_geqtmszy6nhkdfeupzkzylbkse 64 72 vary vary VB work_geqtmszy6nhkdfeupzkzylbkse 64 73 from from IN work_geqtmszy6nhkdfeupzkzylbkse 64 74 case case NN work_geqtmszy6nhkdfeupzkzylbkse 64 75 to to IN work_geqtmszy6nhkdfeupzkzylbkse 64 76 case case NN work_geqtmszy6nhkdfeupzkzylbkse 64 77 . . . work_geqtmszy6nhkdfeupzkzylbkse 65 1 In in IN work_geqtmszy6nhkdfeupzkzylbkse 65 2 the the DT work_geqtmszy6nhkdfeupzkzylbkse 65 3 analysis analysis NN work_geqtmszy6nhkdfeupzkzylbkse 65 4 we -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 65 5 complement complement VBP work_geqtmszy6nhkdfeupzkzylbkse 65 6 the the DT work_geqtmszy6nhkdfeupzkzylbkse 65 7 data datum NNS work_geqtmszy6nhkdfeupzkzylbkse 65 8 set set VBN work_geqtmszy6nhkdfeupzkzylbkse 65 9 with with IN work_geqtmszy6nhkdfeupzkzylbkse 65 10 a a DT work_geqtmszy6nhkdfeupzkzylbkse 65 11 series series NN work_geqtmszy6nhkdfeupzkzylbkse 65 12 of of IN work_geqtmszy6nhkdfeupzkzylbkse 65 13 indicators indicator NNS work_geqtmszy6nhkdfeupzkzylbkse 65 14 about about IN work_geqtmszy6nhkdfeupzkzylbkse 65 15 the the DT work_geqtmszy6nhkdfeupzkzylbkse 65 16 artistic artistic JJ work_geqtmszy6nhkdfeupzkzylbkse 65 17 styles style NNS work_geqtmszy6nhkdfeupzkzylbkse 65 18 of of IN work_geqtmszy6nhkdfeupzkzylbkse 65 19 the the DT work_geqtmszy6nhkdfeupzkzylbkse 65 20 5 5 CD work_geqtmszy6nhkdfeupzkzylbkse 65 21 painting painting NN work_geqtmszy6nhkdfeupzkzylbkse 65 22 . . . work_geqtmszy6nhkdfeupzkzylbkse 66 1 No no DT work_geqtmszy6nhkdfeupzkzylbkse 66 2 information information NN work_geqtmszy6nhkdfeupzkzylbkse 66 3 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 66 4 provided provide VBN work_geqtmszy6nhkdfeupzkzylbkse 66 5 on on IN work_geqtmszy6nhkdfeupzkzylbkse 66 6 the the DT work_geqtmszy6nhkdfeupzkzylbkse 66 7 provenance provenance NN work_geqtmszy6nhkdfeupzkzylbkse 66 8 and and CC work_geqtmszy6nhkdfeupzkzylbkse 66 9 the the DT work_geqtmszy6nhkdfeupzkzylbkse 66 10 previous previous JJ work_geqtmszy6nhkdfeupzkzylbkse 66 11 exhibitions exhibition NNS work_geqtmszy6nhkdfeupzkzylbkse 66 12 of of IN work_geqtmszy6nhkdfeupzkzylbkse 66 13 the the DT work_geqtmszy6nhkdfeupzkzylbkse 66 14 items item NNS work_geqtmszy6nhkdfeupzkzylbkse 66 15 . . . work_geqtmszy6nhkdfeupzkzylbkse 67 1 Prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 67 2 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 67 3 gross gross JJ work_geqtmszy6nhkdfeupzkzylbkse 67 4 of of IN work_geqtmszy6nhkdfeupzkzylbkse 67 5 the the DT work_geqtmszy6nhkdfeupzkzylbkse 67 6 buyers buyer NNS work_geqtmszy6nhkdfeupzkzylbkse 67 7 and and CC work_geqtmszy6nhkdfeupzkzylbkse 67 8 sellers seller NNS work_geqtmszy6nhkdfeupzkzylbkse 67 9 ’ ’ POS work_geqtmszy6nhkdfeupzkzylbkse 67 10 transaction transaction NN work_geqtmszy6nhkdfeupzkzylbkse 67 11 fees fee NNS work_geqtmszy6nhkdfeupzkzylbkse 67 12 paid pay VBN work_geqtmszy6nhkdfeupzkzylbkse 67 13 to to TO work_geqtmszy6nhkdfeupzkzylbkse 67 14 auction auction NN work_geqtmszy6nhkdfeupzkzylbkse 67 15 houses house NNS work_geqtmszy6nhkdfeupzkzylbkse 67 16 and and CC work_geqtmszy6nhkdfeupzkzylbkse 67 17 recorded record VBN work_geqtmszy6nhkdfeupzkzylbkse 67 18 in in IN work_geqtmszy6nhkdfeupzkzylbkse 67 19 both both DT work_geqtmszy6nhkdfeupzkzylbkse 67 20 local local JJ work_geqtmszy6nhkdfeupzkzylbkse 67 21 currencies currency NNS work_geqtmszy6nhkdfeupzkzylbkse 67 22 and and CC work_geqtmszy6nhkdfeupzkzylbkse 67 23 USD usd NN work_geqtmszy6nhkdfeupzkzylbkse 67 24 ; ; , work_geqtmszy6nhkdfeupzkzylbkse 67 25 all all DT work_geqtmszy6nhkdfeupzkzylbkse 67 26 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 67 27 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 67 28 however however RB work_geqtmszy6nhkdfeupzkzylbkse 67 29 expressed express VBN work_geqtmszy6nhkdfeupzkzylbkse 67 30 in in IN work_geqtmszy6nhkdfeupzkzylbkse 67 31 USD usd NN work_geqtmszy6nhkdfeupzkzylbkse 67 32 . . . work_geqtmszy6nhkdfeupzkzylbkse 68 1 In in IN work_geqtmszy6nhkdfeupzkzylbkse 68 2 order order NN work_geqtmszy6nhkdfeupzkzylbkse 68 3 to to TO work_geqtmszy6nhkdfeupzkzylbkse 68 4 provide provide VB work_geqtmszy6nhkdfeupzkzylbkse 68 5 a a DT work_geqtmszy6nhkdfeupzkzylbkse 68 6 sensible sensible JJ work_geqtmszy6nhkdfeupzkzylbkse 68 7 distribution distribution NN work_geqtmszy6nhkdfeupzkzylbkse 68 8 of of IN work_geqtmszy6nhkdfeupzkzylbkse 68 9 the the DT work_geqtmszy6nhkdfeupzkzylbkse 68 10 “ " `` work_geqtmszy6nhkdfeupzkzylbkse 68 11 real real JJ work_geqtmszy6nhkdfeupzkzylbkse 68 12 ” " '' work_geqtmszy6nhkdfeupzkzylbkse 68 13 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 68 14 of of IN work_geqtmszy6nhkdfeupzkzylbkse 68 15 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 68 16 paintings painting NNS work_geqtmszy6nhkdfeupzkzylbkse 68 17 to to TO work_geqtmszy6nhkdfeupzkzylbkse 68 18 be be VB work_geqtmszy6nhkdfeupzkzylbkse 68 19 used use VBN work_geqtmszy6nhkdfeupzkzylbkse 68 20 in in IN work_geqtmszy6nhkdfeupzkzylbkse 68 21 the the DT work_geqtmszy6nhkdfeupzkzylbkse 68 22 regressions regression NNS work_geqtmszy6nhkdfeupzkzylbkse 68 23 , , , work_geqtmszy6nhkdfeupzkzylbkse 68 24 nominal nominal JJ work_geqtmszy6nhkdfeupzkzylbkse 68 25 USD usd NN work_geqtmszy6nhkdfeupzkzylbkse 68 26 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 68 27 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 68 28 deflated deflate VBN work_geqtmszy6nhkdfeupzkzylbkse 68 29 using use VBG work_geqtmszy6nhkdfeupzkzylbkse 68 30 US US NNP work_geqtmszy6nhkdfeupzkzylbkse 68 31 CPI CPI NNP work_geqtmszy6nhkdfeupzkzylbkse 68 32 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 68 33 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 68 34 2000=100 2000=100 CD work_geqtmszy6nhkdfeupzkzylbkse 68 35 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 68 36 . . . work_geqtmszy6nhkdfeupzkzylbkse 69 1 All all DT work_geqtmszy6nhkdfeupzkzylbkse 69 2 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 69 3 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 69 4 then then RB work_geqtmszy6nhkdfeupzkzylbkse 69 5 logged log VBN work_geqtmszy6nhkdfeupzkzylbkse 69 6 , , , work_geqtmszy6nhkdfeupzkzylbkse 69 7 in in IN work_geqtmszy6nhkdfeupzkzylbkse 69 8 line line NN work_geqtmszy6nhkdfeupzkzylbkse 69 9 with with IN work_geqtmszy6nhkdfeupzkzylbkse 69 10 most most JJS work_geqtmszy6nhkdfeupzkzylbkse 69 11 of of IN work_geqtmszy6nhkdfeupzkzylbkse 69 12 the the DT work_geqtmszy6nhkdfeupzkzylbkse 69 13 relevant relevant JJ work_geqtmszy6nhkdfeupzkzylbkse 69 14 literature literature NN work_geqtmszy6nhkdfeupzkzylbkse 69 15 , , , work_geqtmszy6nhkdfeupzkzylbkse 69 16 in in IN work_geqtmszy6nhkdfeupzkzylbkse 69 17 order order NN work_geqtmszy6nhkdfeupzkzylbkse 69 18 to to TO work_geqtmszy6nhkdfeupzkzylbkse 69 19 deal deal VB work_geqtmszy6nhkdfeupzkzylbkse 69 20 with with IN work_geqtmszy6nhkdfeupzkzylbkse 69 21 heteroschedasticity heteroschedasticity NN work_geqtmszy6nhkdfeupzkzylbkse 69 22 . . . work_geqtmszy6nhkdfeupzkzylbkse 70 1 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 70 2 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 70 3 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 70 4 about about IN work_geqtmszy6nhkdfeupzkzylbkse 70 5 here here RB work_geqtmszy6nhkdfeupzkzylbkse 70 6 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 70 7 The the DT work_geqtmszy6nhkdfeupzkzylbkse 70 8 explanatory explanatory JJ work_geqtmszy6nhkdfeupzkzylbkse 70 9 variables variable NNS work_geqtmszy6nhkdfeupzkzylbkse 70 10 included include VBN work_geqtmszy6nhkdfeupzkzylbkse 70 11 in in IN work_geqtmszy6nhkdfeupzkzylbkse 70 12 the the DT work_geqtmszy6nhkdfeupzkzylbkse 70 13 study study NN work_geqtmszy6nhkdfeupzkzylbkse 70 14 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 70 15 dimension dimension NN work_geqtmszy6nhkdfeupzkzylbkse 70 16 , , , work_geqtmszy6nhkdfeupzkzylbkse 70 17 style style NN work_geqtmszy6nhkdfeupzkzylbkse 70 18 , , , work_geqtmszy6nhkdfeupzkzylbkse 70 19 media media NN work_geqtmszy6nhkdfeupzkzylbkse 70 20 , , , work_geqtmszy6nhkdfeupzkzylbkse 70 21 salesroom salesroom NN work_geqtmszy6nhkdfeupzkzylbkse 70 22 and and CC work_geqtmszy6nhkdfeupzkzylbkse 70 23 year year NN work_geqtmszy6nhkdfeupzkzylbkse 70 24 of of IN work_geqtmszy6nhkdfeupzkzylbkse 70 25 sale sale NN work_geqtmszy6nhkdfeupzkzylbkse 70 26 . . . work_geqtmszy6nhkdfeupzkzylbkse 71 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 71 2 effects effect NNS work_geqtmszy6nhkdfeupzkzylbkse 71 3 of of IN work_geqtmszy6nhkdfeupzkzylbkse 71 4 the the DT work_geqtmszy6nhkdfeupzkzylbkse 71 5 price price NN work_geqtmszy6nhkdfeupzkzylbkse 71 6 distribution distribution NN work_geqtmszy6nhkdfeupzkzylbkse 71 7 on on IN work_geqtmszy6nhkdfeupzkzylbkse 71 8 the the DT work_geqtmszy6nhkdfeupzkzylbkse 71 9 variables variable NNS work_geqtmszy6nhkdfeupzkzylbkse 71 10 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 71 11 shown show VBN work_geqtmszy6nhkdfeupzkzylbkse 71 12 in in IN work_geqtmszy6nhkdfeupzkzylbkse 71 13 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 71 14 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 71 15 . . . work_geqtmszy6nhkdfeupzkzylbkse 72 1 We -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 72 2 compute compute VBP work_geqtmszy6nhkdfeupzkzylbkse 72 3 the the DT work_geqtmszy6nhkdfeupzkzylbkse 72 4 average average JJ work_geqtmszy6nhkdfeupzkzylbkse 72 5 values value NNS work_geqtmszy6nhkdfeupzkzylbkse 72 6 for for IN work_geqtmszy6nhkdfeupzkzylbkse 72 7 the the DT work_geqtmszy6nhkdfeupzkzylbkse 72 8 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 72 9 log log NN work_geqtmszy6nhkdfeupzkzylbkse 72 10 of of IN work_geqtmszy6nhkdfeupzkzylbkse 72 11 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 72 12 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 72 13 as as RB work_geqtmszy6nhkdfeupzkzylbkse 72 14 well well RB work_geqtmszy6nhkdfeupzkzylbkse 72 15 for for IN work_geqtmszy6nhkdfeupzkzylbkse 72 16 the the DT work_geqtmszy6nhkdfeupzkzylbkse 72 17 independent independent JJ work_geqtmszy6nhkdfeupzkzylbkse 72 18 variables variable NNS work_geqtmszy6nhkdfeupzkzylbkse 72 19 , , , work_geqtmszy6nhkdfeupzkzylbkse 72 20 both both CC work_geqtmszy6nhkdfeupzkzylbkse 72 21 for for IN work_geqtmszy6nhkdfeupzkzylbkse 72 22 the the DT work_geqtmszy6nhkdfeupzkzylbkse 72 23 full full JJ work_geqtmszy6nhkdfeupzkzylbkse 72 24 sample sample NN work_geqtmszy6nhkdfeupzkzylbkse 72 25 and and CC work_geqtmszy6nhkdfeupzkzylbkse 72 26 the the DT work_geqtmszy6nhkdfeupzkzylbkse 72 27 quantiles quantiles NNP work_geqtmszy6nhkdfeupzkzylbkse 72 28 .20 .20 NNP work_geqtmszy6nhkdfeupzkzylbkse 72 29 , , , work_geqtmszy6nhkdfeupzkzylbkse 72 30 .40 .40 NFP work_geqtmszy6nhkdfeupzkzylbkse 72 31 . . . work_geqtmszy6nhkdfeupzkzylbkse 73 1 .60 .60 NFP work_geqtmszy6nhkdfeupzkzylbkse 73 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 73 3 .80 .80 CD work_geqtmszy6nhkdfeupzkzylbkse 73 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 73 5 .95 .95 CD work_geqtmszy6nhkdfeupzkzylbkse 73 6 . . . work_geqtmszy6nhkdfeupzkzylbkse 74 1 In in IN work_geqtmszy6nhkdfeupzkzylbkse 74 2 column column NN work_geqtmszy6nhkdfeupzkzylbkse 74 3 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 74 4 1 1 LS work_geqtmszy6nhkdfeupzkzylbkse 74 5 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 74 6 we -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 74 7 show show VBP work_geqtmszy6nhkdfeupzkzylbkse 74 8 the the DT work_geqtmszy6nhkdfeupzkzylbkse 74 9 means mean NNS work_geqtmszy6nhkdfeupzkzylbkse 74 10 of of IN work_geqtmszy6nhkdfeupzkzylbkse 74 11 the the DT work_geqtmszy6nhkdfeupzkzylbkse 74 12 variables variable NNS work_geqtmszy6nhkdfeupzkzylbkse 74 13 for for IN work_geqtmszy6nhkdfeupzkzylbkse 74 14 the the DT work_geqtmszy6nhkdfeupzkzylbkse 74 15 whole whole JJ work_geqtmszy6nhkdfeupzkzylbkse 74 16 sample sample NN work_geqtmszy6nhkdfeupzkzylbkse 74 17 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 74 18 in in IN work_geqtmszy6nhkdfeupzkzylbkse 74 19 columns column NNS work_geqtmszy6nhkdfeupzkzylbkse 74 20 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 74 21 2)-(6 2)-(6 CD work_geqtmszy6nhkdfeupzkzylbkse 74 22 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 74 23 we -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 74 24 show show VBP work_geqtmszy6nhkdfeupzkzylbkse 74 25 the the DT work_geqtmszy6nhkdfeupzkzylbkse 74 26 corresponding correspond VBG work_geqtmszy6nhkdfeupzkzylbkse 74 27 averages average NNS work_geqtmszy6nhkdfeupzkzylbkse 74 28 for for IN work_geqtmszy6nhkdfeupzkzylbkse 74 29 the the DT work_geqtmszy6nhkdfeupzkzylbkse 74 30 price price NN work_geqtmszy6nhkdfeupzkzylbkse 74 31 classes class NNS work_geqtmszy6nhkdfeupzkzylbkse 74 32 considered consider VBN work_geqtmszy6nhkdfeupzkzylbkse 74 33 . . . work_geqtmszy6nhkdfeupzkzylbkse 75 1 Some some DT work_geqtmszy6nhkdfeupzkzylbkse 75 2 ‘ ' `` work_geqtmszy6nhkdfeupzkzylbkse 75 3 stylized stylized JJ work_geqtmszy6nhkdfeupzkzylbkse 75 4 facts fact NNS work_geqtmszy6nhkdfeupzkzylbkse 75 5 ’ ' '' work_geqtmszy6nhkdfeupzkzylbkse 75 6 emerges emerge VBZ work_geqtmszy6nhkdfeupzkzylbkse 75 7 neatly neatly RB work_geqtmszy6nhkdfeupzkzylbkse 75 8 . . . work_geqtmszy6nhkdfeupzkzylbkse 76 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 76 2 dimension dimension NN work_geqtmszy6nhkdfeupzkzylbkse 76 3 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 76 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 76 5 on on IN work_geqtmszy6nhkdfeupzkzylbkse 76 6 average average JJ work_geqtmszy6nhkdfeupzkzylbkse 76 7 , , , work_geqtmszy6nhkdfeupzkzylbkse 76 8 lower low JJR work_geqtmszy6nhkdfeupzkzylbkse 76 9 for for IN work_geqtmszy6nhkdfeupzkzylbkse 76 10 the the DT work_geqtmszy6nhkdfeupzkzylbkse 76 11 low low JJ work_geqtmszy6nhkdfeupzkzylbkse 76 12 price price NN work_geqtmszy6nhkdfeupzkzylbkse 76 13 items item NNS work_geqtmszy6nhkdfeupzkzylbkse 76 14 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 76 15 neglecting neglecting JJ work_geqtmszy6nhkdfeupzkzylbkse 76 16 style style NN work_geqtmszy6nhkdfeupzkzylbkse 76 17 and and CC work_geqtmszy6nhkdfeupzkzylbkse 76 18 techniques technique NNS work_geqtmszy6nhkdfeupzkzylbkse 76 19 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 76 20 . . . work_geqtmszy6nhkdfeupzkzylbkse 77 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 77 2 Old Old NNP work_geqtmszy6nhkdfeupzkzylbkse 77 3 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 77 4 Style Style NNP work_geqtmszy6nhkdfeupzkzylbkse 77 5 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 77 6 often often RB work_geqtmszy6nhkdfeupzkzylbkse 77 7 associated associate VBN work_geqtmszy6nhkdfeupzkzylbkse 77 8 with with IN work_geqtmszy6nhkdfeupzkzylbkse 77 9 low low JJ work_geqtmszy6nhkdfeupzkzylbkse 77 10 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 77 11 , , , work_geqtmszy6nhkdfeupzkzylbkse 77 12 whereas whereas IN work_geqtmszy6nhkdfeupzkzylbkse 77 13 the the DT work_geqtmszy6nhkdfeupzkzylbkse 77 14 opposite opposite NN work_geqtmszy6nhkdfeupzkzylbkse 77 15 holds hold VBZ work_geqtmszy6nhkdfeupzkzylbkse 77 16 for for IN work_geqtmszy6nhkdfeupzkzylbkse 77 17 the the DT work_geqtmszy6nhkdfeupzkzylbkse 77 18 Young Young NNP work_geqtmszy6nhkdfeupzkzylbkse 77 19 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 77 20 Style Style NNP work_geqtmszy6nhkdfeupzkzylbkse 77 21 . . . work_geqtmszy6nhkdfeupzkzylbkse 78 1 More more RBR work_geqtmszy6nhkdfeupzkzylbkse 78 2 precisely precisely RB work_geqtmszy6nhkdfeupzkzylbkse 78 3 , , , work_geqtmszy6nhkdfeupzkzylbkse 78 4 the the DT work_geqtmszy6nhkdfeupzkzylbkse 78 5 variables variable NNS work_geqtmszy6nhkdfeupzkzylbkse 78 6 included include VBN work_geqtmszy6nhkdfeupzkzylbkse 78 7 in in IN work_geqtmszy6nhkdfeupzkzylbkse 78 8 the the DT work_geqtmszy6nhkdfeupzkzylbkse 78 9 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 78 10 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 78 11 : : : work_geqtmszy6nhkdfeupzkzylbkse 78 12 • • NNP work_geqtmszy6nhkdfeupzkzylbkse 78 13 Dimension dimension NN work_geqtmszy6nhkdfeupzkzylbkse 78 14 : : : work_geqtmszy6nhkdfeupzkzylbkse 78 15 the the DT work_geqtmszy6nhkdfeupzkzylbkse 78 16 surface surface NN work_geqtmszy6nhkdfeupzkzylbkse 78 17 of of IN work_geqtmszy6nhkdfeupzkzylbkse 78 18 the the DT work_geqtmszy6nhkdfeupzkzylbkse 78 19 painting painting NN work_geqtmszy6nhkdfeupzkzylbkse 78 20 , , , work_geqtmszy6nhkdfeupzkzylbkse 78 21 area area NN work_geqtmszy6nhkdfeupzkzylbkse 78 22 , , , work_geqtmszy6nhkdfeupzkzylbkse 78 23 and and CC work_geqtmszy6nhkdfeupzkzylbkse 78 24 the the DT work_geqtmszy6nhkdfeupzkzylbkse 78 25 squared square VBN work_geqtmszy6nhkdfeupzkzylbkse 78 26 surface surface NN work_geqtmszy6nhkdfeupzkzylbkse 78 27 , , , work_geqtmszy6nhkdfeupzkzylbkse 78 28 area2 area2 NNP work_geqtmszy6nhkdfeupzkzylbkse 78 29 , , , work_geqtmszy6nhkdfeupzkzylbkse 78 30 in in IN work_geqtmszy6nhkdfeupzkzylbkse 78 31 squared square VBN work_geqtmszy6nhkdfeupzkzylbkse 78 32 meters meter NNS work_geqtmszy6nhkdfeupzkzylbkse 78 33 . . . work_geqtmszy6nhkdfeupzkzylbkse 79 1 • • VB work_geqtmszy6nhkdfeupzkzylbkse 79 2 Style style NN work_geqtmszy6nhkdfeupzkzylbkse 79 3 : : : work_geqtmszy6nhkdfeupzkzylbkse 79 4 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 79 5 style style NN work_geqtmszy6nhkdfeupzkzylbkse 79 6 periods period NNS work_geqtmszy6nhkdfeupzkzylbkse 79 7 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 79 8 identified identify VBN work_geqtmszy6nhkdfeupzkzylbkse 79 9 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 79 10 Czujack Czujack NNP work_geqtmszy6nhkdfeupzkzylbkse 79 11 , , , work_geqtmszy6nhkdfeupzkzylbkse 79 12 1997 1997 CD work_geqtmszy6nhkdfeupzkzylbkse 79 13 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 79 14 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 79 15 Childhood Childhood NNP work_geqtmszy6nhkdfeupzkzylbkse 79 16 and and CC work_geqtmszy6nhkdfeupzkzylbkse 79 17 Youth Youth NNP work_geqtmszy6nhkdfeupzkzylbkse 79 18 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 79 19 1881 1881 CD work_geqtmszy6nhkdfeupzkzylbkse 79 20 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 79 21 1901 1901 CD work_geqtmszy6nhkdfeupzkzylbkse 79 22 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 79 23 , , , work_geqtmszy6nhkdfeupzkzylbkse 79 24 style1 style1 NN work_geqtmszy6nhkdfeupzkzylbkse 79 25 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 79 26 Blue Blue NNP work_geqtmszy6nhkdfeupzkzylbkse 79 27 and and CC work_geqtmszy6nhkdfeupzkzylbkse 79 28 Rose Rose NNP work_geqtmszy6nhkdfeupzkzylbkse 79 29 Period Period NNP work_geqtmszy6nhkdfeupzkzylbkse 79 30 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 79 31 1902 1902 CD work_geqtmszy6nhkdfeupzkzylbkse 79 32 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 79 33 1906 1906 CD work_geqtmszy6nhkdfeupzkzylbkse 79 34 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 79 35 , , , work_geqtmszy6nhkdfeupzkzylbkse 79 36 style2 style2 NN work_geqtmszy6nhkdfeupzkzylbkse 79 37 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 79 38 Analytical analytical JJ work_geqtmszy6nhkdfeupzkzylbkse 79 39 and and CC work_geqtmszy6nhkdfeupzkzylbkse 79 40 Synthetic synthetic JJ work_geqtmszy6nhkdfeupzkzylbkse 79 41 Cubism Cubism NNP work_geqtmszy6nhkdfeupzkzylbkse 79 42 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 79 43 1907 1907 CD work_geqtmszy6nhkdfeupzkzylbkse 79 44 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 79 45 1915 1915 CD work_geqtmszy6nhkdfeupzkzylbkse 79 46 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 79 47 , , , work_geqtmszy6nhkdfeupzkzylbkse 79 48 style3 style3 NN work_geqtmszy6nhkdfeupzkzylbkse 79 49 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 79 50 Camera Camera NNP work_geqtmszy6nhkdfeupzkzylbkse 79 51 and and CC work_geqtmszy6nhkdfeupzkzylbkse 79 52 Classicism Classicism NNP work_geqtmszy6nhkdfeupzkzylbkse 79 53 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 79 54 1916 1916 CD work_geqtmszy6nhkdfeupzkzylbkse 79 55 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 79 56 1924 1924 CD work_geqtmszy6nhkdfeupzkzylbkse 79 57 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 79 58 , , , work_geqtmszy6nhkdfeupzkzylbkse 79 59 style4 style4 JJ work_geqtmszy6nhkdfeupzkzylbkse 79 60 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 79 61 Juggler Juggler NNP work_geqtmszy6nhkdfeupzkzylbkse 79 62 of of IN work_geqtmszy6nhkdfeupzkzylbkse 79 63 the the DT work_geqtmszy6nhkdfeupzkzylbkse 79 64 Form form NN work_geqtmszy6nhkdfeupzkzylbkse 79 65 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 79 66 1925 1925 CD work_geqtmszy6nhkdfeupzkzylbkse 79 67 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 79 68 1936 1936 CD work_geqtmszy6nhkdfeupzkzylbkse 79 69 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 79 70 , , , work_geqtmszy6nhkdfeupzkzylbkse 79 71 style5 style5 NN work_geqtmszy6nhkdfeupzkzylbkse 79 72 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 79 73 Guernica Guernica NNP work_geqtmszy6nhkdfeupzkzylbkse 79 74 and and CC work_geqtmszy6nhkdfeupzkzylbkse 79 75 the the DT work_geqtmszy6nhkdfeupzkzylbkse 79 76 ‘ ' `` work_geqtmszy6nhkdfeupzkzylbkse 79 77 Style Style NNP work_geqtmszy6nhkdfeupzkzylbkse 79 78 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 79 79 ’ ' '' work_geqtmszy6nhkdfeupzkzylbkse 79 80 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 79 81 1937 1937 CD work_geqtmszy6nhkdfeupzkzylbkse 79 82 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 79 83 1943 1943 CD work_geqtmszy6nhkdfeupzkzylbkse 79 84 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 79 85 , , , work_geqtmszy6nhkdfeupzkzylbkse 79 86 style6 style6 NN work_geqtmszy6nhkdfeupzkzylbkse 79 87 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 79 88 Politics politics NN work_geqtmszy6nhkdfeupzkzylbkse 79 89 and and CC work_geqtmszy6nhkdfeupzkzylbkse 79 90 Art art NN work_geqtmszy6nhkdfeupzkzylbkse 79 91 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 79 92 1944 1944 CD work_geqtmszy6nhkdfeupzkzylbkse 79 93 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 79 94 1953 1953 CD work_geqtmszy6nhkdfeupzkzylbkse 79 95 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 79 96 , , , work_geqtmszy6nhkdfeupzkzylbkse 79 97 style7 style7 NN work_geqtmszy6nhkdfeupzkzylbkse 79 98 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 79 99 and and CC work_geqtmszy6nhkdfeupzkzylbkse 79 100 The the DT work_geqtmszy6nhkdfeupzkzylbkse 79 101 Old Old NNP work_geqtmszy6nhkdfeupzkzylbkse 79 102 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 79 103 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 79 104 1954 1954 CD work_geqtmszy6nhkdfeupzkzylbkse 79 105 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 79 106 1973 1973 CD work_geqtmszy6nhkdfeupzkzylbkse 79 107 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 79 108 , , , work_geqtmszy6nhkdfeupzkzylbkse 79 109 style8 style8 NNP work_geqtmszy6nhkdfeupzkzylbkse 79 110 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 79 111 excluded exclude VBN work_geqtmszy6nhkdfeupzkzylbkse 79 112 variable variable NN work_geqtmszy6nhkdfeupzkzylbkse 79 113 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 79 114 . . . work_geqtmszy6nhkdfeupzkzylbkse 80 1 As as IN work_geqtmszy6nhkdfeupzkzylbkse 80 2 shown show VBN work_geqtmszy6nhkdfeupzkzylbkse 80 3 in in IN work_geqtmszy6nhkdfeupzkzylbkse 80 4 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 80 5 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 80 6 , , , work_geqtmszy6nhkdfeupzkzylbkse 80 7 some some DT work_geqtmszy6nhkdfeupzkzylbkse 80 8 stylistic stylistic JJ work_geqtmszy6nhkdfeupzkzylbkse 80 9 period period NN work_geqtmszy6nhkdfeupzkzylbkse 80 10 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 80 11 much much RB work_geqtmszy6nhkdfeupzkzylbkse 80 12 more more RBR work_geqtmszy6nhkdfeupzkzylbkse 80 13 frequent frequent JJ work_geqtmszy6nhkdfeupzkzylbkse 80 14 than than IN work_geqtmszy6nhkdfeupzkzylbkse 80 15 others other NNS work_geqtmszy6nhkdfeupzkzylbkse 80 16 . . . work_geqtmszy6nhkdfeupzkzylbkse 81 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 81 2 Blue Blue NNP work_geqtmszy6nhkdfeupzkzylbkse 81 3 and and CC work_geqtmszy6nhkdfeupzkzylbkse 81 4 Rose Rose NNP work_geqtmszy6nhkdfeupzkzylbkse 81 5 period period NN work_geqtmszy6nhkdfeupzkzylbkse 81 6 represents represent VBZ work_geqtmszy6nhkdfeupzkzylbkse 81 7 less less JJR work_geqtmszy6nhkdfeupzkzylbkse 81 8 than than IN work_geqtmszy6nhkdfeupzkzylbkse 81 9 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 81 10 per per NN work_geqtmszy6nhkdfeupzkzylbkse 81 11 cent cent NN work_geqtmszy6nhkdfeupzkzylbkse 81 12 of of IN work_geqtmszy6nhkdfeupzkzylbkse 81 13 the the DT work_geqtmszy6nhkdfeupzkzylbkse 81 14 observations observation NNS work_geqtmszy6nhkdfeupzkzylbkse 81 15 , , , work_geqtmszy6nhkdfeupzkzylbkse 81 16 whereas whereas IN work_geqtmszy6nhkdfeupzkzylbkse 81 17 the the DT work_geqtmszy6nhkdfeupzkzylbkse 81 18 most most RBS work_geqtmszy6nhkdfeupzkzylbkse 81 19 common common JJ work_geqtmszy6nhkdfeupzkzylbkse 81 20 , , , work_geqtmszy6nhkdfeupzkzylbkse 81 21 the the DT work_geqtmszy6nhkdfeupzkzylbkse 81 22 Old Old NNP work_geqtmszy6nhkdfeupzkzylbkse 81 23 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 81 24 Style Style NNP work_geqtmszy6nhkdfeupzkzylbkse 81 25 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 81 26 35 35 CD work_geqtmszy6nhkdfeupzkzylbkse 81 27 per per NN work_geqtmszy6nhkdfeupzkzylbkse 81 28 cent cent NN work_geqtmszy6nhkdfeupzkzylbkse 81 29 of of IN work_geqtmszy6nhkdfeupzkzylbkse 81 30 the the DT work_geqtmszy6nhkdfeupzkzylbkse 81 31 total total JJ work_geqtmszy6nhkdfeupzkzylbkse 81 32 sales sale NNS work_geqtmszy6nhkdfeupzkzylbkse 81 33 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 81 34 , , , work_geqtmszy6nhkdfeupzkzylbkse 81 35 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 81 36 less less RBR work_geqtmszy6nhkdfeupzkzylbkse 81 37 frequent frequent JJ work_geqtmszy6nhkdfeupzkzylbkse 81 38 in in IN work_geqtmszy6nhkdfeupzkzylbkse 81 39 the the DT work_geqtmszy6nhkdfeupzkzylbkse 81 40 high high JJ work_geqtmszy6nhkdfeupzkzylbkse 81 41 price price NN work_geqtmszy6nhkdfeupzkzylbkse 81 42 quantiles quantile NNS work_geqtmszy6nhkdfeupzkzylbkse 81 43 . . . work_geqtmszy6nhkdfeupzkzylbkse 82 1 Different different JJ work_geqtmszy6nhkdfeupzkzylbkse 82 2 styles style NNS work_geqtmszy6nhkdfeupzkzylbkse 82 3 have have VBP work_geqtmszy6nhkdfeupzkzylbkse 82 4 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 82 5 weights weight NNS work_geqtmszy6nhkdfeupzkzylbkse 82 6 , , , work_geqtmszy6nhkdfeupzkzylbkse 82 7 6 6 CD work_geqtmszy6nhkdfeupzkzylbkse 82 8 and and CC work_geqtmszy6nhkdfeupzkzylbkse 82 9 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 82 10 unevenly unevenly RB work_geqtmszy6nhkdfeupzkzylbkse 82 11 distributed distribute VBN work_geqtmszy6nhkdfeupzkzylbkse 82 12 across across IN work_geqtmszy6nhkdfeupzkzylbkse 82 13 price price NN work_geqtmszy6nhkdfeupzkzylbkse 82 14 classes class NNS work_geqtmszy6nhkdfeupzkzylbkse 82 15 . . . work_geqtmszy6nhkdfeupzkzylbkse 83 1 In in IN work_geqtmszy6nhkdfeupzkzylbkse 83 2 fact fact NN work_geqtmszy6nhkdfeupzkzylbkse 83 3 , , , work_geqtmszy6nhkdfeupzkzylbkse 83 4 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 83 5 distributions distribution NNS work_geqtmszy6nhkdfeupzkzylbkse 83 6 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 83 7 significantly significantly RB work_geqtmszy6nhkdfeupzkzylbkse 83 8 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 83 9 from from IN work_geqtmszy6nhkdfeupzkzylbkse 83 10 the the DT work_geqtmszy6nhkdfeupzkzylbkse 83 11 average average JJ work_geqtmszy6nhkdfeupzkzylbkse 83 12 full full JJ work_geqtmszy6nhkdfeupzkzylbkse 83 13 sample sample NN work_geqtmszy6nhkdfeupzkzylbkse 83 14 distribution1 distribution1 NNP work_geqtmszy6nhkdfeupzkzylbkse 83 15 . . . work_geqtmszy6nhkdfeupzkzylbkse 84 1 • • NNP work_geqtmszy6nhkdfeupzkzylbkse 84 2 Media medium NNS work_geqtmszy6nhkdfeupzkzylbkse 84 3 : : : work_geqtmszy6nhkdfeupzkzylbkse 84 4 a a DT work_geqtmszy6nhkdfeupzkzylbkse 84 5 set set NN work_geqtmszy6nhkdfeupzkzylbkse 84 6 of of IN work_geqtmszy6nhkdfeupzkzylbkse 84 7 dummy dummy JJ work_geqtmszy6nhkdfeupzkzylbkse 84 8 variables variable NNS work_geqtmszy6nhkdfeupzkzylbkse 84 9 , , , work_geqtmszy6nhkdfeupzkzylbkse 84 10 reflecting reflect VBG work_geqtmszy6nhkdfeupzkzylbkse 84 11 the the DT work_geqtmszy6nhkdfeupzkzylbkse 84 12 technique technique NN work_geqtmszy6nhkdfeupzkzylbkse 84 13 adopted adopt VBN work_geqtmszy6nhkdfeupzkzylbkse 84 14 , , , work_geqtmszy6nhkdfeupzkzylbkse 84 15 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 84 16 used use VBN work_geqtmszy6nhkdfeupzkzylbkse 84 17 : : : work_geqtmszy6nhkdfeupzkzylbkse 84 18 canvas canvas NN work_geqtmszy6nhkdfeupzkzylbkse 84 19 , , , work_geqtmszy6nhkdfeupzkzylbkse 84 20 oil oil NN work_geqtmszy6nhkdfeupzkzylbkse 84 21 on on IN work_geqtmszy6nhkdfeupzkzylbkse 84 22 canvas canvas NN work_geqtmszy6nhkdfeupzkzylbkse 84 23 , , , work_geqtmszy6nhkdfeupzkzylbkse 84 24 the the DT work_geqtmszy6nhkdfeupzkzylbkse 84 25 67 67 CD work_geqtmszy6nhkdfeupzkzylbkse 84 26 per per NN work_geqtmszy6nhkdfeupzkzylbkse 84 27 cent cent NN work_geqtmszy6nhkdfeupzkzylbkse 84 28 of of IN work_geqtmszy6nhkdfeupzkzylbkse 84 29 the the DT work_geqtmszy6nhkdfeupzkzylbkse 84 30 items item NNS work_geqtmszy6nhkdfeupzkzylbkse 84 31 auctioned auction VBN work_geqtmszy6nhkdfeupzkzylbkse 84 32 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 84 33 panel panel NN work_geqtmszy6nhkdfeupzkzylbkse 84 34 , , , work_geqtmszy6nhkdfeupzkzylbkse 84 35 oil oil NN work_geqtmszy6nhkdfeupzkzylbkse 84 36 on on IN work_geqtmszy6nhkdfeupzkzylbkse 84 37 panel panel NN work_geqtmszy6nhkdfeupzkzylbkse 84 38 ; ; , work_geqtmszy6nhkdfeupzkzylbkse 84 39 mixed mixed JJ work_geqtmszy6nhkdfeupzkzylbkse 84 40 , , , work_geqtmszy6nhkdfeupzkzylbkse 84 41 mixed mixed JJ work_geqtmszy6nhkdfeupzkzylbkse 84 42 technique technique NN work_geqtmszy6nhkdfeupzkzylbkse 84 43 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 84 44 and and CC work_geqtmszy6nhkdfeupzkzylbkse 84 45 medother medother NN work_geqtmszy6nhkdfeupzkzylbkse 84 46 , , , work_geqtmszy6nhkdfeupzkzylbkse 84 47 all all DT work_geqtmszy6nhkdfeupzkzylbkse 84 48 other other JJ work_geqtmszy6nhkdfeupzkzylbkse 84 49 media medium NNS work_geqtmszy6nhkdfeupzkzylbkse 84 50 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 84 51 excluded exclude VBN work_geqtmszy6nhkdfeupzkzylbkse 84 52 variable variable NN work_geqtmszy6nhkdfeupzkzylbkse 84 53 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 84 54 . . . work_geqtmszy6nhkdfeupzkzylbkse 85 1 • • NN work_geqtmszy6nhkdfeupzkzylbkse 85 2 Salerooms saleroom NNS work_geqtmszy6nhkdfeupzkzylbkse 85 3 : : : work_geqtmszy6nhkdfeupzkzylbkse 85 4 Sotheby Sotheby NNP work_geqtmszy6nhkdfeupzkzylbkse 85 5 ’s ’s , work_geqtmszy6nhkdfeupzkzylbkse 85 6 and and CC work_geqtmszy6nhkdfeupzkzylbkse 85 7 Christie Christie NNP work_geqtmszy6nhkdfeupzkzylbkse 85 8 ’s ’s POS work_geqtmszy6nhkdfeupzkzylbkse 85 9 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 85 10 known know VBN work_geqtmszy6nhkdfeupzkzylbkse 85 11 to to TO work_geqtmszy6nhkdfeupzkzylbkse 85 12 be be VB work_geqtmszy6nhkdfeupzkzylbkse 85 13 the the DT work_geqtmszy6nhkdfeupzkzylbkse 85 14 leading lead VBG work_geqtmszy6nhkdfeupzkzylbkse 85 15 auction auction NN work_geqtmszy6nhkdfeupzkzylbkse 85 16 houses house NNS work_geqtmszy6nhkdfeupzkzylbkse 85 17 in in IN work_geqtmszy6nhkdfeupzkzylbkse 85 18 this this DT work_geqtmszy6nhkdfeupzkzylbkse 85 19 kind kind NN work_geqtmszy6nhkdfeupzkzylbkse 85 20 of of IN work_geqtmszy6nhkdfeupzkzylbkse 85 21 transaction transaction NN work_geqtmszy6nhkdfeupzkzylbkse 85 22 while while IN work_geqtmszy6nhkdfeupzkzylbkse 85 23 the the DT work_geqtmszy6nhkdfeupzkzylbkse 85 24 most most RBS work_geqtmszy6nhkdfeupzkzylbkse 85 25 important important JJ work_geqtmszy6nhkdfeupzkzylbkse 85 26 art art NN work_geqtmszy6nhkdfeupzkzylbkse 85 27 auction auction NN work_geqtmszy6nhkdfeupzkzylbkse 85 28 markets market NNS work_geqtmszy6nhkdfeupzkzylbkse 85 29 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 85 30 in in IN work_geqtmszy6nhkdfeupzkzylbkse 85 31 New New NNP work_geqtmszy6nhkdfeupzkzylbkse 85 32 York York NNP work_geqtmszy6nhkdfeupzkzylbkse 85 33 and and CC work_geqtmszy6nhkdfeupzkzylbkse 85 34 London London NNP work_geqtmszy6nhkdfeupzkzylbkse 85 35 . . . work_geqtmszy6nhkdfeupzkzylbkse 86 1 We -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 86 2 consider consider VBP work_geqtmszy6nhkdfeupzkzylbkse 86 3 therefore therefore RB work_geqtmszy6nhkdfeupzkzylbkse 86 4 some some DT work_geqtmszy6nhkdfeupzkzylbkse 86 5 interaction interaction NN work_geqtmszy6nhkdfeupzkzylbkse 86 6 dummies dummy NNS work_geqtmszy6nhkdfeupzkzylbkse 86 7 between between IN work_geqtmszy6nhkdfeupzkzylbkse 86 8 salerooms saleroom NNS work_geqtmszy6nhkdfeupzkzylbkse 86 9 and and CC work_geqtmszy6nhkdfeupzkzylbkse 86 10 cities city NNS work_geqtmszy6nhkdfeupzkzylbkse 86 11 : : : work_geqtmszy6nhkdfeupzkzylbkse 86 12 chriny chriny NN work_geqtmszy6nhkdfeupzkzylbkse 86 13 , , , work_geqtmszy6nhkdfeupzkzylbkse 86 14 for for IN work_geqtmszy6nhkdfeupzkzylbkse 86 15 Christie Christie NNP work_geqtmszy6nhkdfeupzkzylbkse 86 16 ’s ’s POS work_geqtmszy6nhkdfeupzkzylbkse 86 17 New New NNP work_geqtmszy6nhkdfeupzkzylbkse 86 18 York York NNP work_geqtmszy6nhkdfeupzkzylbkse 86 19 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 86 20 chrilon chrilon NN work_geqtmszy6nhkdfeupzkzylbkse 86 21 , , , work_geqtmszy6nhkdfeupzkzylbkse 86 22 for for IN work_geqtmszy6nhkdfeupzkzylbkse 86 23 Christie Christie NNP work_geqtmszy6nhkdfeupzkzylbkse 86 24 ’s ’s POS work_geqtmszy6nhkdfeupzkzylbkse 86 25 London London NNP work_geqtmszy6nhkdfeupzkzylbkse 86 26 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 86 27 sothny sothny JJ work_geqtmszy6nhkdfeupzkzylbkse 86 28 , , , work_geqtmszy6nhkdfeupzkzylbkse 86 29 for for IN work_geqtmszy6nhkdfeupzkzylbkse 86 30 Sotheby Sotheby NNP work_geqtmszy6nhkdfeupzkzylbkse 86 31 ’s ’s POS work_geqtmszy6nhkdfeupzkzylbkse 86 32 New New NNP work_geqtmszy6nhkdfeupzkzylbkse 86 33 York York NNP work_geqtmszy6nhkdfeupzkzylbkse 86 34 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 86 35 sothlon sothlon NN work_geqtmszy6nhkdfeupzkzylbkse 86 36 , , , work_geqtmszy6nhkdfeupzkzylbkse 86 37 for for IN work_geqtmszy6nhkdfeupzkzylbkse 86 38 Sotheby Sotheby NNP work_geqtmszy6nhkdfeupzkzylbkse 86 39 ’s ’s POS work_geqtmszy6nhkdfeupzkzylbkse 86 40 London London NNP work_geqtmszy6nhkdfeupzkzylbkse 86 41 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 86 42 othauc othauc NN work_geqtmszy6nhkdfeupzkzylbkse 86 43 for for IN work_geqtmszy6nhkdfeupzkzylbkse 86 44 all all DT work_geqtmszy6nhkdfeupzkzylbkse 86 45 other other JJ work_geqtmszy6nhkdfeupzkzylbkse 86 46 locations location NNS work_geqtmszy6nhkdfeupzkzylbkse 86 47 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 86 48 excluded exclude VBN work_geqtmszy6nhkdfeupzkzylbkse 86 49 variable variable NN work_geqtmszy6nhkdfeupzkzylbkse 86 50 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 86 51 . . . work_geqtmszy6nhkdfeupzkzylbkse 87 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 87 2 most most RBS work_geqtmszy6nhkdfeupzkzylbkse 87 3 important important JJ work_geqtmszy6nhkdfeupzkzylbkse 87 4 market market NN work_geqtmszy6nhkdfeupzkzylbkse 87 5 for for IN work_geqtmszy6nhkdfeupzkzylbkse 87 6 the the DT work_geqtmszy6nhkdfeupzkzylbkse 87 7 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 87 8 paintings painting NNS work_geqtmszy6nhkdfeupzkzylbkse 87 9 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 87 10 New New NNP work_geqtmszy6nhkdfeupzkzylbkse 87 11 York York NNP work_geqtmszy6nhkdfeupzkzylbkse 87 12 , , , work_geqtmszy6nhkdfeupzkzylbkse 87 13 followed follow VBN work_geqtmszy6nhkdfeupzkzylbkse 87 14 by by IN work_geqtmszy6nhkdfeupzkzylbkse 87 15 London London NNP work_geqtmszy6nhkdfeupzkzylbkse 87 16 , , , work_geqtmszy6nhkdfeupzkzylbkse 87 17 with with IN work_geqtmszy6nhkdfeupzkzylbkse 87 18 few few JJ work_geqtmszy6nhkdfeupzkzylbkse 87 19 differences difference NNS work_geqtmszy6nhkdfeupzkzylbkse 87 20 between between IN work_geqtmszy6nhkdfeupzkzylbkse 87 21 Sotheby Sotheby NNP work_geqtmszy6nhkdfeupzkzylbkse 87 22 ’s ’s , work_geqtmszy6nhkdfeupzkzylbkse 87 23 and and CC work_geqtmszy6nhkdfeupzkzylbkse 87 24 Christie Christie NNP work_geqtmszy6nhkdfeupzkzylbkse 87 25 ’s ’s POS work_geqtmszy6nhkdfeupzkzylbkse 87 26 . . . work_geqtmszy6nhkdfeupzkzylbkse 88 1 Overall overall RB work_geqtmszy6nhkdfeupzkzylbkse 88 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 88 3 the the DT work_geqtmszy6nhkdfeupzkzylbkse 88 4 items item NNS work_geqtmszy6nhkdfeupzkzylbkse 88 5 auctioned auction VBN work_geqtmszy6nhkdfeupzkzylbkse 88 6 by by IN work_geqtmszy6nhkdfeupzkzylbkse 88 7 Sotheby Sotheby NNP work_geqtmszy6nhkdfeupzkzylbkse 88 8 ’s ’s , work_geqtmszy6nhkdfeupzkzylbkse 88 9 and and CC work_geqtmszy6nhkdfeupzkzylbkse 88 10 Christie Christie NNP work_geqtmszy6nhkdfeupzkzylbkse 88 11 ’s ’s NNP work_geqtmszy6nhkdfeupzkzylbkse 88 12 represents represent VBZ work_geqtmszy6nhkdfeupzkzylbkse 88 13 the the DT work_geqtmszy6nhkdfeupzkzylbkse 88 14 majority majority NN work_geqtmszy6nhkdfeupzkzylbkse 88 15 of of IN work_geqtmszy6nhkdfeupzkzylbkse 88 16 the the DT work_geqtmszy6nhkdfeupzkzylbkse 88 17 sales sale NNS work_geqtmszy6nhkdfeupzkzylbkse 88 18 collected collect VBN work_geqtmszy6nhkdfeupzkzylbkse 88 19 in in IN work_geqtmszy6nhkdfeupzkzylbkse 88 20 the the DT work_geqtmszy6nhkdfeupzkzylbkse 88 21 data data NN work_geqtmszy6nhkdfeupzkzylbkse 88 22 set set NN work_geqtmszy6nhkdfeupzkzylbkse 88 23 , , , work_geqtmszy6nhkdfeupzkzylbkse 88 24 but but CC work_geqtmszy6nhkdfeupzkzylbkse 88 25 no no DT work_geqtmszy6nhkdfeupzkzylbkse 88 26 obvious obvious JJ work_geqtmszy6nhkdfeupzkzylbkse 88 27 pattern pattern NN work_geqtmszy6nhkdfeupzkzylbkse 88 28 in in IN work_geqtmszy6nhkdfeupzkzylbkse 88 29 terms term NNS work_geqtmszy6nhkdfeupzkzylbkse 88 30 of of IN work_geqtmszy6nhkdfeupzkzylbkse 88 31 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 88 32 classes class NNS work_geqtmszy6nhkdfeupzkzylbkse 88 33 emerges emerge VBZ work_geqtmszy6nhkdfeupzkzylbkse 88 34 . . . work_geqtmszy6nhkdfeupzkzylbkse 89 1 • • NNP work_geqtmszy6nhkdfeupzkzylbkse 89 2 Year year NN work_geqtmszy6nhkdfeupzkzylbkse 89 3 of of IN work_geqtmszy6nhkdfeupzkzylbkse 89 4 sale sale NN work_geqtmszy6nhkdfeupzkzylbkse 89 5 : : : work_geqtmszy6nhkdfeupzkzylbkse 89 6 a a DT work_geqtmszy6nhkdfeupzkzylbkse 89 7 set set NN work_geqtmszy6nhkdfeupzkzylbkse 89 8 of of IN work_geqtmszy6nhkdfeupzkzylbkse 89 9 yearly yearly JJ work_geqtmszy6nhkdfeupzkzylbkse 89 10 dummy dummy JJ work_geqtmszy6nhkdfeupzkzylbkse 89 11 variables variable NNS work_geqtmszy6nhkdfeupzkzylbkse 89 12 , , , work_geqtmszy6nhkdfeupzkzylbkse 89 13 dt dt NNP work_geqtmszy6nhkdfeupzkzylbkse 89 14 , , , work_geqtmszy6nhkdfeupzkzylbkse 89 15 with with IN work_geqtmszy6nhkdfeupzkzylbkse 89 16 t t NN work_geqtmszy6nhkdfeupzkzylbkse 89 17 = = SYM work_geqtmszy6nhkdfeupzkzylbkse 89 18 1988 1988 CD work_geqtmszy6nhkdfeupzkzylbkse 89 19 , , , work_geqtmszy6nhkdfeupzkzylbkse 89 20 .. .. NFP work_geqtmszy6nhkdfeupzkzylbkse 89 21 , , , work_geqtmszy6nhkdfeupzkzylbkse 89 22 2005 2005 CD work_geqtmszy6nhkdfeupzkzylbkse 89 23 , , , work_geqtmszy6nhkdfeupzkzylbkse 89 24 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 89 25 introduced introduce VBN work_geqtmszy6nhkdfeupzkzylbkse 89 26 for for IN work_geqtmszy6nhkdfeupzkzylbkse 89 27 each each DT work_geqtmszy6nhkdfeupzkzylbkse 89 28 year year NN work_geqtmszy6nhkdfeupzkzylbkse 89 29 between between IN work_geqtmszy6nhkdfeupzkzylbkse 89 30 1988 1988 CD work_geqtmszy6nhkdfeupzkzylbkse 89 31 and and CC work_geqtmszy6nhkdfeupzkzylbkse 89 32 2005 2005 CD work_geqtmszy6nhkdfeupzkzylbkse 89 33 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 89 34 1988 1988 CD work_geqtmszy6nhkdfeupzkzylbkse 89 35 baseline baseline NN work_geqtmszy6nhkdfeupzkzylbkse 89 36 variable variable NN work_geqtmszy6nhkdfeupzkzylbkse 89 37 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 89 38 . . . work_geqtmszy6nhkdfeupzkzylbkse 90 1 Sales sale NNS work_geqtmszy6nhkdfeupzkzylbkse 90 2 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 90 3 spread spread VBN work_geqtmszy6nhkdfeupzkzylbkse 90 4 quite quite RB work_geqtmszy6nhkdfeupzkzylbkse 90 5 evenly evenly RB work_geqtmszy6nhkdfeupzkzylbkse 90 6 across across IN work_geqtmszy6nhkdfeupzkzylbkse 90 7 the the DT work_geqtmszy6nhkdfeupzkzylbkse 90 8 years year NNS work_geqtmszy6nhkdfeupzkzylbkse 90 9 under under IN work_geqtmszy6nhkdfeupzkzylbkse 90 10 scrutiny scrutiny NN work_geqtmszy6nhkdfeupzkzylbkse 90 11 , , , work_geqtmszy6nhkdfeupzkzylbkse 90 12 with with IN work_geqtmszy6nhkdfeupzkzylbkse 90 13 notable notable JJ work_geqtmszy6nhkdfeupzkzylbkse 90 14 exceptions exception NNS work_geqtmszy6nhkdfeupzkzylbkse 90 15 , , , work_geqtmszy6nhkdfeupzkzylbkse 90 16 the the DT work_geqtmszy6nhkdfeupzkzylbkse 90 17 years year NNS work_geqtmszy6nhkdfeupzkzylbkse 90 18 1988 1988 CD work_geqtmszy6nhkdfeupzkzylbkse 90 19 and and CC work_geqtmszy6nhkdfeupzkzylbkse 90 20 1991 1991 CD work_geqtmszy6nhkdfeupzkzylbkse 90 21 , , , work_geqtmszy6nhkdfeupzkzylbkse 90 22 with with IN work_geqtmszy6nhkdfeupzkzylbkse 90 23 less less JJR work_geqtmszy6nhkdfeupzkzylbkse 90 24 than than IN work_geqtmszy6nhkdfeupzkzylbkse 90 25 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 90 26 percent percent NN work_geqtmszy6nhkdfeupzkzylbkse 90 27 of of IN work_geqtmszy6nhkdfeupzkzylbkse 90 28 the the DT work_geqtmszy6nhkdfeupzkzylbkse 90 29 total total JJ work_geqtmszy6nhkdfeupzkzylbkse 90 30 sales sale NNS work_geqtmszy6nhkdfeupzkzylbkse 90 31 , , , work_geqtmszy6nhkdfeupzkzylbkse 90 32 and and CC work_geqtmszy6nhkdfeupzkzylbkse 90 33 the the DT work_geqtmszy6nhkdfeupzkzylbkse 90 34 year year NN work_geqtmszy6nhkdfeupzkzylbkse 90 35 1998 1998 CD work_geqtmszy6nhkdfeupzkzylbkse 90 36 , , , work_geqtmszy6nhkdfeupzkzylbkse 90 37 in in IN work_geqtmszy6nhkdfeupzkzylbkse 90 38 which which WDT work_geqtmszy6nhkdfeupzkzylbkse 90 39 occurred occur VBD work_geqtmszy6nhkdfeupzkzylbkse 90 40 the the DT work_geqtmszy6nhkdfeupzkzylbkse 90 41 largest large JJS work_geqtmszy6nhkdfeupzkzylbkse 90 42 share share NN work_geqtmszy6nhkdfeupzkzylbkse 90 43 of of IN work_geqtmszy6nhkdfeupzkzylbkse 90 44 sales sale NNS work_geqtmszy6nhkdfeupzkzylbkse 90 45 , , , work_geqtmszy6nhkdfeupzkzylbkse 90 46 12.71 12.71 CD work_geqtmszy6nhkdfeupzkzylbkse 90 47 percent percent NN work_geqtmszy6nhkdfeupzkzylbkse 90 48 , , , work_geqtmszy6nhkdfeupzkzylbkse 90 49 mostly mostly RB work_geqtmszy6nhkdfeupzkzylbkse 90 50 concentrated concentrate VBD work_geqtmszy6nhkdfeupzkzylbkse 90 51 in in IN work_geqtmszy6nhkdfeupzkzylbkse 90 52 the the DT work_geqtmszy6nhkdfeupzkzylbkse 90 53 .80 .80 CD work_geqtmszy6nhkdfeupzkzylbkse 90 54 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 90 55 . . . work_geqtmszy6nhkdfeupzkzylbkse 91 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 91 2 quintile quintile NN work_geqtmszy6nhkdfeupzkzylbkse 91 3 distributions distribution NNS work_geqtmszy6nhkdfeupzkzylbkse 91 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 91 5 however however RB work_geqtmszy6nhkdfeupzkzylbkse 91 6 , , , work_geqtmszy6nhkdfeupzkzylbkse 91 7 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 91 8 not not RB work_geqtmszy6nhkdfeupzkzylbkse 91 9 significantly significantly RB work_geqtmszy6nhkdfeupzkzylbkse 91 10 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 91 11 with with IN work_geqtmszy6nhkdfeupzkzylbkse 91 12 respect respect NN work_geqtmszy6nhkdfeupzkzylbkse 91 13 to to IN work_geqtmszy6nhkdfeupzkzylbkse 91 14 the the DT work_geqtmszy6nhkdfeupzkzylbkse 91 15 full full JJ work_geqtmszy6nhkdfeupzkzylbkse 91 16 sample sample NN work_geqtmszy6nhkdfeupzkzylbkse 91 17 distribution distribution NN work_geqtmszy6nhkdfeupzkzylbkse 91 18 . . . work_geqtmszy6nhkdfeupzkzylbkse 92 1 Formally formally RB work_geqtmszy6nhkdfeupzkzylbkse 92 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 92 3 the the DT work_geqtmszy6nhkdfeupzkzylbkse 92 4 following follow VBG work_geqtmszy6nhkdfeupzkzylbkse 92 5 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 92 6 function function NN work_geqtmszy6nhkdfeupzkzylbkse 92 7 form form NN work_geqtmszy6nhkdfeupzkzylbkse 92 8 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 92 9 set set VBN work_geqtmszy6nhkdfeupzkzylbkse 92 10 : : : work_geqtmszy6nhkdfeupzkzylbkse 92 11 it -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 92 12 i i PRP work_geqtmszy6nhkdfeupzkzylbkse 92 13 ii ii VBP work_geqtmszy6nhkdfeupzkzylbkse 92 14 it -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 92 15 dsothlon dsothlon NNP work_geqtmszy6nhkdfeupzkzylbkse 92 16 sothnychrilonchrinymixedpanelcanvasstyle sothnychrilonchrinymixedpanelcanvasstyle NN work_geqtmszy6nhkdfeupzkzylbkse 92 17 stylestylestylestylestylestyleareaareap stylestylestylestylestylestyleareaareap NNP work_geqtmszy6nhkdfeupzkzylbkse 92 18 εββ εββ NNP work_geqtmszy6nhkdfeupzkzylbkse 92 19 βββββββ βββββββ NNP work_geqtmszy6nhkdfeupzkzylbkse 92 20 βββββββββ βββββββββ NN work_geqtmszy6nhkdfeupzkzylbkse 92 21 + + CC work_geqtmszy6nhkdfeupzkzylbkse 92 22 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 23 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 24 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 25 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 26 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 27 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 28 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 29 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 30 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 31 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 32 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 33 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 34 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 35 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 36 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 37 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 38 + + SYM work_geqtmszy6nhkdfeupzkzylbkse 92 39 = = SYM work_geqtmszy6nhkdfeupzkzylbkse 92 40 ∑ ∑ . work_geqtmszy6nhkdfeupzkzylbkse 92 41 = = SYM work_geqtmszy6nhkdfeupzkzylbkse 92 42 33 33 CD work_geqtmszy6nhkdfeupzkzylbkse 92 43 17 17 CD work_geqtmszy6nhkdfeupzkzylbkse 92 44 16 16 CD work_geqtmszy6nhkdfeupzkzylbkse 92 45 1514131211109 1514131211109 CD work_geqtmszy6nhkdfeupzkzylbkse 92 46 876543210 876543210 CD work_geqtmszy6nhkdfeupzkzylbkse 92 47 7 7 CD work_geqtmszy6nhkdfeupzkzylbkse 92 48 6543212 6543212 CD work_geqtmszy6nhkdfeupzkzylbkse 92 49 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 92 50 3 3 CD work_geqtmszy6nhkdfeupzkzylbkse 92 51 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 92 52 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 92 53 A a DT work_geqtmszy6nhkdfeupzkzylbkse 92 54 Shapiro Shapiro NNP work_geqtmszy6nhkdfeupzkzylbkse 92 55 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 92 56 Wilks Wilks NNP work_geqtmszy6nhkdfeupzkzylbkse 92 57 test test NN work_geqtmszy6nhkdfeupzkzylbkse 92 58 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 92 59 used use VBN work_geqtmszy6nhkdfeupzkzylbkse 92 60 to to TO work_geqtmszy6nhkdfeupzkzylbkse 92 61 test test VB work_geqtmszy6nhkdfeupzkzylbkse 92 62 for for IN work_geqtmszy6nhkdfeupzkzylbkse 92 63 the the DT work_geqtmszy6nhkdfeupzkzylbkse 92 64 normality normality NN work_geqtmszy6nhkdfeupzkzylbkse 92 65 of of IN work_geqtmszy6nhkdfeupzkzylbkse 92 66 the the DT work_geqtmszy6nhkdfeupzkzylbkse 92 67 differences difference NNS work_geqtmszy6nhkdfeupzkzylbkse 92 68 between between IN work_geqtmszy6nhkdfeupzkzylbkse 92 69 the the DT work_geqtmszy6nhkdfeupzkzylbkse 92 70 average average NN work_geqtmszy6nhkdfeupzkzylbkse 92 71 and and CC work_geqtmszy6nhkdfeupzkzylbkse 92 72 the the DT work_geqtmszy6nhkdfeupzkzylbkse 92 73 quantile quantile NNP work_geqtmszy6nhkdfeupzkzylbkse 92 74 yearly yearly NNP work_geqtmszy6nhkdfeupzkzylbkse 92 75 sales sale NNS work_geqtmszy6nhkdfeupzkzylbkse 92 76 distributions distribution NNS work_geqtmszy6nhkdfeupzkzylbkse 92 77 . . . work_geqtmszy6nhkdfeupzkzylbkse 93 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 93 2 results result NNS work_geqtmszy6nhkdfeupzkzylbkse 93 3 , , , work_geqtmszy6nhkdfeupzkzylbkse 93 4 not not RB work_geqtmszy6nhkdfeupzkzylbkse 93 5 shown show VBN work_geqtmszy6nhkdfeupzkzylbkse 93 6 for for IN work_geqtmszy6nhkdfeupzkzylbkse 93 7 the the DT work_geqtmszy6nhkdfeupzkzylbkse 93 8 sake sake NN work_geqtmszy6nhkdfeupzkzylbkse 93 9 of of IN work_geqtmszy6nhkdfeupzkzylbkse 93 10 brevity brevity NN work_geqtmszy6nhkdfeupzkzylbkse 93 11 , , , work_geqtmszy6nhkdfeupzkzylbkse 93 12 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 93 13 available available JJ work_geqtmszy6nhkdfeupzkzylbkse 93 14 upon upon IN work_geqtmszy6nhkdfeupzkzylbkse 93 15 request request NN work_geqtmszy6nhkdfeupzkzylbkse 93 16 . . . work_geqtmszy6nhkdfeupzkzylbkse 94 1 7 7 LS work_geqtmszy6nhkdfeupzkzylbkse 94 2 where where WRB work_geqtmszy6nhkdfeupzkzylbkse 94 3 pit pit NN work_geqtmszy6nhkdfeupzkzylbkse 94 4 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 94 5 the the DT work_geqtmszy6nhkdfeupzkzylbkse 94 6 log log NN work_geqtmszy6nhkdfeupzkzylbkse 94 7 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 94 8 price price NN work_geqtmszy6nhkdfeupzkzylbkse 94 9 of of IN work_geqtmszy6nhkdfeupzkzylbkse 94 10 painting painting NN work_geqtmszy6nhkdfeupzkzylbkse 94 11 i i PRP work_geqtmszy6nhkdfeupzkzylbkse 94 12 sold sell VBD work_geqtmszy6nhkdfeupzkzylbkse 94 13 at at IN work_geqtmszy6nhkdfeupzkzylbkse 94 14 time time NN work_geqtmszy6nhkdfeupzkzylbkse 94 15 t t NNP work_geqtmszy6nhkdfeupzkzylbkse 94 16 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 94 17 and and CC work_geqtmszy6nhkdfeupzkzylbkse 94 18 ɛit ɛit NNP work_geqtmszy6nhkdfeupzkzylbkse 94 19 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 94 20 the the DT work_geqtmszy6nhkdfeupzkzylbkse 94 21 error error NN work_geqtmszy6nhkdfeupzkzylbkse 94 22 term term NN work_geqtmszy6nhkdfeupzkzylbkse 94 23 . . . work_geqtmszy6nhkdfeupzkzylbkse 95 1 4 4 LS work_geqtmszy6nhkdfeupzkzylbkse 95 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 96 1 Results result NNS work_geqtmszy6nhkdfeupzkzylbkse 96 2 In in IN work_geqtmszy6nhkdfeupzkzylbkse 96 3 the the DT work_geqtmszy6nhkdfeupzkzylbkse 96 4 following following NN work_geqtmszy6nhkdfeupzkzylbkse 96 5 , , , work_geqtmszy6nhkdfeupzkzylbkse 96 6 firstly firstly RB work_geqtmszy6nhkdfeupzkzylbkse 96 7 the the DT work_geqtmszy6nhkdfeupzkzylbkse 96 8 whole whole JJ work_geqtmszy6nhkdfeupzkzylbkse 96 9 sample sample NN work_geqtmszy6nhkdfeupzkzylbkse 96 10 standard standard JJ work_geqtmszy6nhkdfeupzkzylbkse 96 11 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 96 12 price price NN work_geqtmszy6nhkdfeupzkzylbkse 96 13 model model NN work_geqtmszy6nhkdfeupzkzylbkse 96 14 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 96 15 estimated estimate VBN work_geqtmszy6nhkdfeupzkzylbkse 96 16 to to TO work_geqtmszy6nhkdfeupzkzylbkse 96 17 set set VB work_geqtmszy6nhkdfeupzkzylbkse 96 18 a a DT work_geqtmszy6nhkdfeupzkzylbkse 96 19 benchmark benchmark NN work_geqtmszy6nhkdfeupzkzylbkse 96 20 . . . work_geqtmszy6nhkdfeupzkzylbkse 97 1 Secondly secondly RB work_geqtmszy6nhkdfeupzkzylbkse 97 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 97 3 the the DT work_geqtmszy6nhkdfeupzkzylbkse 97 4 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 97 5 regressions regression NNS work_geqtmszy6nhkdfeupzkzylbkse 97 6 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 97 7 estimated estimate VBN work_geqtmszy6nhkdfeupzkzylbkse 97 8 in in IN work_geqtmszy6nhkdfeupzkzylbkse 97 9 order order NN work_geqtmszy6nhkdfeupzkzylbkse 97 10 to to TO work_geqtmszy6nhkdfeupzkzylbkse 97 11 analyze analyze VB work_geqtmszy6nhkdfeupzkzylbkse 97 12 the the DT work_geqtmszy6nhkdfeupzkzylbkse 97 13 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 97 14 characteristics characteristic NNS work_geqtmszy6nhkdfeupzkzylbkse 97 15 across across IN work_geqtmszy6nhkdfeupzkzylbkse 97 16 the the DT work_geqtmszy6nhkdfeupzkzylbkse 97 17 price price NN work_geqtmszy6nhkdfeupzkzylbkse 97 18 distribution distribution NN work_geqtmszy6nhkdfeupzkzylbkse 97 19 . . . work_geqtmszy6nhkdfeupzkzylbkse 98 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 98 2 results result NNS work_geqtmszy6nhkdfeupzkzylbkse 98 3 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 98 4 displayed display VBN work_geqtmszy6nhkdfeupzkzylbkse 98 5 in in IN work_geqtmszy6nhkdfeupzkzylbkse 98 6 Table Table NNP work_geqtmszy6nhkdfeupzkzylbkse 98 7 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 98 8 . . . work_geqtmszy6nhkdfeupzkzylbkse 99 1 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 99 2 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 99 3 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 99 4 about about IN work_geqtmszy6nhkdfeupzkzylbkse 99 5 here here RB work_geqtmszy6nhkdfeupzkzylbkse 99 6 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 99 7 Column column NN work_geqtmszy6nhkdfeupzkzylbkse 99 8 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 99 9 shows show VBZ work_geqtmszy6nhkdfeupzkzylbkse 99 10 the the DT work_geqtmszy6nhkdfeupzkzylbkse 99 11 results result NNS work_geqtmszy6nhkdfeupzkzylbkse 99 12 for for IN work_geqtmszy6nhkdfeupzkzylbkse 99 13 the the DT work_geqtmszy6nhkdfeupzkzylbkse 99 14 OLS OLS NNP work_geqtmszy6nhkdfeupzkzylbkse 99 15 whole whole JJ work_geqtmszy6nhkdfeupzkzylbkse 99 16 sample sample NN work_geqtmszy6nhkdfeupzkzylbkse 99 17 specification specification NN work_geqtmszy6nhkdfeupzkzylbkse 99 18 whereas whereas IN work_geqtmszy6nhkdfeupzkzylbkse 99 19 the the DT work_geqtmszy6nhkdfeupzkzylbkse 99 20 quantile quantile NNP work_geqtmszy6nhkdfeupzkzylbkse 99 21 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 99 22 results result NNS work_geqtmszy6nhkdfeupzkzylbkse 99 23 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 99 24 shown show VBN work_geqtmszy6nhkdfeupzkzylbkse 99 25 in in IN work_geqtmszy6nhkdfeupzkzylbkse 99 26 columns column NNS work_geqtmszy6nhkdfeupzkzylbkse 99 27 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 99 28 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 99 29 6 6 CD work_geqtmszy6nhkdfeupzkzylbkse 99 30 . . . work_geqtmszy6nhkdfeupzkzylbkse 100 1 Following follow VBG work_geqtmszy6nhkdfeupzkzylbkse 100 2 Berndt Berndt NNP work_geqtmszy6nhkdfeupzkzylbkse 100 3 et et NNP work_geqtmszy6nhkdfeupzkzylbkse 100 4 al al NNP work_geqtmszy6nhkdfeupzkzylbkse 100 5 . . . work_geqtmszy6nhkdfeupzkzylbkse 101 1 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 101 2 1995 1995 CD work_geqtmszy6nhkdfeupzkzylbkse 101 3 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 101 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 101 5 standard standard JJ work_geqtmszy6nhkdfeupzkzylbkse 101 6 errors error NNS work_geqtmszy6nhkdfeupzkzylbkse 101 7 and and CC work_geqtmszy6nhkdfeupzkzylbkse 101 8 variance variance NN work_geqtmszy6nhkdfeupzkzylbkse 101 9 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 101 10 covariance covariance NN work_geqtmszy6nhkdfeupzkzylbkse 101 11 matrices matrix NNS work_geqtmszy6nhkdfeupzkzylbkse 101 12 of of IN work_geqtmszy6nhkdfeupzkzylbkse 101 13 the the DT work_geqtmszy6nhkdfeupzkzylbkse 101 14 coefficients coefficient NNS work_geqtmszy6nhkdfeupzkzylbkse 101 15 have have VBP work_geqtmszy6nhkdfeupzkzylbkse 101 16 been be VBN work_geqtmszy6nhkdfeupzkzylbkse 101 17 computed compute VBN work_geqtmszy6nhkdfeupzkzylbkse 101 18 by by IN work_geqtmszy6nhkdfeupzkzylbkse 101 19 using use VBG work_geqtmszy6nhkdfeupzkzylbkse 101 20 the the DT work_geqtmszy6nhkdfeupzkzylbkse 101 21 White White NNP work_geqtmszy6nhkdfeupzkzylbkse 101 22 heteroschedasticity heteroschedasticity NN work_geqtmszy6nhkdfeupzkzylbkse 101 23 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 101 24 robust robust JJ work_geqtmszy6nhkdfeupzkzylbkse 101 25 procedure procedure NN work_geqtmszy6nhkdfeupzkzylbkse 101 26 . . . work_geqtmszy6nhkdfeupzkzylbkse 102 1 In in IN work_geqtmszy6nhkdfeupzkzylbkse 102 2 column column NN work_geqtmszy6nhkdfeupzkzylbkse 102 3 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 102 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 102 5 dimension dimension NN work_geqtmszy6nhkdfeupzkzylbkse 102 6 has have VBZ work_geqtmszy6nhkdfeupzkzylbkse 102 7 a a DT work_geqtmszy6nhkdfeupzkzylbkse 102 8 positive positive JJ work_geqtmszy6nhkdfeupzkzylbkse 102 9 effect effect NN work_geqtmszy6nhkdfeupzkzylbkse 102 10 on on IN work_geqtmszy6nhkdfeupzkzylbkse 102 11 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 102 12 , , , work_geqtmszy6nhkdfeupzkzylbkse 102 13 but but CC work_geqtmszy6nhkdfeupzkzylbkse 102 14 at at IN work_geqtmszy6nhkdfeupzkzylbkse 102 15 decreasing decrease VBG work_geqtmszy6nhkdfeupzkzylbkse 102 16 rate rate NN work_geqtmszy6nhkdfeupzkzylbkse 102 17 , , , work_geqtmszy6nhkdfeupzkzylbkse 102 18 as as IN work_geqtmszy6nhkdfeupzkzylbkse 102 19 the the DT work_geqtmszy6nhkdfeupzkzylbkse 102 20 squared square VBN work_geqtmszy6nhkdfeupzkzylbkse 102 21 area area NN work_geqtmszy6nhkdfeupzkzylbkse 102 22 shows show VBZ work_geqtmszy6nhkdfeupzkzylbkse 102 23 a a DT work_geqtmszy6nhkdfeupzkzylbkse 102 24 negative negative JJ work_geqtmszy6nhkdfeupzkzylbkse 102 25 sign sign NN work_geqtmszy6nhkdfeupzkzylbkse 102 26 , , , work_geqtmszy6nhkdfeupzkzylbkse 102 27 in in IN work_geqtmszy6nhkdfeupzkzylbkse 102 28 line line NN work_geqtmszy6nhkdfeupzkzylbkse 102 29 with with IN work_geqtmszy6nhkdfeupzkzylbkse 102 30 several several JJ work_geqtmszy6nhkdfeupzkzylbkse 102 31 previous previous JJ work_geqtmszy6nhkdfeupzkzylbkse 102 32 studies study NNS work_geqtmszy6nhkdfeupzkzylbkse 102 33 . . . work_geqtmszy6nhkdfeupzkzylbkse 103 1 All all DT work_geqtmszy6nhkdfeupzkzylbkse 103 2 styles style NNS work_geqtmszy6nhkdfeupzkzylbkse 103 3 perform perform VBP work_geqtmszy6nhkdfeupzkzylbkse 103 4 better well RBR work_geqtmszy6nhkdfeupzkzylbkse 103 5 than than IN work_geqtmszy6nhkdfeupzkzylbkse 103 6 The the DT work_geqtmszy6nhkdfeupzkzylbkse 103 7 Old Old NNP work_geqtmszy6nhkdfeupzkzylbkse 103 8 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 103 9 style style NN work_geqtmszy6nhkdfeupzkzylbkse 103 10 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 103 11 the the DT work_geqtmszy6nhkdfeupzkzylbkse 103 12 baseline baseline NN work_geqtmszy6nhkdfeupzkzylbkse 103 13 variable variable NN work_geqtmszy6nhkdfeupzkzylbkse 103 14 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 103 15 : : : work_geqtmszy6nhkdfeupzkzylbkse 103 16 the the DT work_geqtmszy6nhkdfeupzkzylbkse 103 17 Blue Blue NNP work_geqtmszy6nhkdfeupzkzylbkse 103 18 and and CC work_geqtmszy6nhkdfeupzkzylbkse 103 19 Rose Rose NNP work_geqtmszy6nhkdfeupzkzylbkse 103 20 Period Period NNP work_geqtmszy6nhkdfeupzkzylbkse 103 21 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 103 22 the the DT work_geqtmszy6nhkdfeupzkzylbkse 103 23 most most RBS work_geqtmszy6nhkdfeupzkzylbkse 103 24 appreciated appreciate VBN work_geqtmszy6nhkdfeupzkzylbkse 103 25 by by IN work_geqtmszy6nhkdfeupzkzylbkse 103 26 the the DT work_geqtmszy6nhkdfeupzkzylbkse 103 27 collectors collector NNS work_geqtmszy6nhkdfeupzkzylbkse 103 28 , , , work_geqtmszy6nhkdfeupzkzylbkse 103 29 followed follow VBN work_geqtmszy6nhkdfeupzkzylbkse 103 30 by by IN work_geqtmszy6nhkdfeupzkzylbkse 103 31 the the DT work_geqtmszy6nhkdfeupzkzylbkse 103 32 Cubist cubist JJ work_geqtmszy6nhkdfeupzkzylbkse 103 33 period period NN work_geqtmszy6nhkdfeupzkzylbkse 103 34 and and CC work_geqtmszy6nhkdfeupzkzylbkse 103 35 the the DT work_geqtmszy6nhkdfeupzkzylbkse 103 36 young young JJ work_geqtmszy6nhkdfeupzkzylbkse 103 37 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 103 38 . . . work_geqtmszy6nhkdfeupzkzylbkse 104 1 Oil oil NN work_geqtmszy6nhkdfeupzkzylbkse 104 2 on on IN work_geqtmszy6nhkdfeupzkzylbkse 104 3 canvas canvas NN work_geqtmszy6nhkdfeupzkzylbkse 104 4 displays display VBZ work_geqtmszy6nhkdfeupzkzylbkse 104 5 a a DT work_geqtmszy6nhkdfeupzkzylbkse 104 6 positive positive JJ work_geqtmszy6nhkdfeupzkzylbkse 104 7 coefficient coefficient NN work_geqtmszy6nhkdfeupzkzylbkse 104 8 , , , work_geqtmszy6nhkdfeupzkzylbkse 104 9 whereas whereas IN work_geqtmszy6nhkdfeupzkzylbkse 104 10 oil oil NN work_geqtmszy6nhkdfeupzkzylbkse 104 11 on on IN work_geqtmszy6nhkdfeupzkzylbkse 104 12 panel panel NN work_geqtmszy6nhkdfeupzkzylbkse 104 13 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 104 14 not not RB work_geqtmszy6nhkdfeupzkzylbkse 104 15 statistically statistically RB work_geqtmszy6nhkdfeupzkzylbkse 104 16 significant significant JJ work_geqtmszy6nhkdfeupzkzylbkse 104 17 and and CC work_geqtmszy6nhkdfeupzkzylbkse 104 18 mixed mixed JJ work_geqtmszy6nhkdfeupzkzylbkse 104 19 techniques technique NNS work_geqtmszy6nhkdfeupzkzylbkse 104 20 shows show VBZ work_geqtmszy6nhkdfeupzkzylbkse 104 21 a a DT work_geqtmszy6nhkdfeupzkzylbkse 104 22 negative negative JJ work_geqtmszy6nhkdfeupzkzylbkse 104 23 coefficient coefficient NN work_geqtmszy6nhkdfeupzkzylbkse 104 24 sign sign NN work_geqtmszy6nhkdfeupzkzylbkse 104 25 , , , work_geqtmszy6nhkdfeupzkzylbkse 104 26 compared compare VBN work_geqtmszy6nhkdfeupzkzylbkse 104 27 to to IN work_geqtmszy6nhkdfeupzkzylbkse 104 28 the the DT work_geqtmszy6nhkdfeupzkzylbkse 104 29 other other JJ work_geqtmszy6nhkdfeupzkzylbkse 104 30 media medium NNS work_geqtmszy6nhkdfeupzkzylbkse 104 31 class class NN work_geqtmszy6nhkdfeupzkzylbkse 104 32 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 104 33 the the DT work_geqtmszy6nhkdfeupzkzylbkse 104 34 excluded exclude VBN work_geqtmszy6nhkdfeupzkzylbkse 104 35 variable variable NN work_geqtmszy6nhkdfeupzkzylbkse 104 36 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 104 37 . . . work_geqtmszy6nhkdfeupzkzylbkse 105 1 Finally finally RB work_geqtmszy6nhkdfeupzkzylbkse 105 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 105 3 in in IN work_geqtmszy6nhkdfeupzkzylbkse 105 4 line line NN work_geqtmszy6nhkdfeupzkzylbkse 105 5 with with IN work_geqtmszy6nhkdfeupzkzylbkse 105 6 previous previous JJ work_geqtmszy6nhkdfeupzkzylbkse 105 7 studies study NNS work_geqtmszy6nhkdfeupzkzylbkse 105 8 , , , work_geqtmszy6nhkdfeupzkzylbkse 105 9 even even RB work_geqtmszy6nhkdfeupzkzylbkse 105 10 controlling control VBG work_geqtmszy6nhkdfeupzkzylbkse 105 11 for for IN work_geqtmszy6nhkdfeupzkzylbkse 105 12 other other JJ work_geqtmszy6nhkdfeupzkzylbkse 105 13 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 105 14 characteristics characteristic NNS work_geqtmszy6nhkdfeupzkzylbkse 105 15 , , , work_geqtmszy6nhkdfeupzkzylbkse 105 16 Christies Christies NNP work_geqtmszy6nhkdfeupzkzylbkse 105 17 ’ ' '' work_geqtmszy6nhkdfeupzkzylbkse 105 18 and and CC work_geqtmszy6nhkdfeupzkzylbkse 105 19 Sotheby Sotheby NNP work_geqtmszy6nhkdfeupzkzylbkse 105 20 ’s ’s POS work_geqtmszy6nhkdfeupzkzylbkse 105 21 auction auction NN work_geqtmszy6nhkdfeupzkzylbkse 105 22 houses house NNS work_geqtmszy6nhkdfeupzkzylbkse 105 23 , , , work_geqtmszy6nhkdfeupzkzylbkse 105 24 located locate VBN work_geqtmszy6nhkdfeupzkzylbkse 105 25 both both CC work_geqtmszy6nhkdfeupzkzylbkse 105 26 in in IN work_geqtmszy6nhkdfeupzkzylbkse 105 27 London London NNP work_geqtmszy6nhkdfeupzkzylbkse 105 28 and and CC work_geqtmszy6nhkdfeupzkzylbkse 105 29 New New NNP work_geqtmszy6nhkdfeupzkzylbkse 105 30 York York NNP work_geqtmszy6nhkdfeupzkzylbkse 105 31 , , , work_geqtmszy6nhkdfeupzkzylbkse 105 32 sell sell VBP work_geqtmszy6nhkdfeupzkzylbkse 105 33 at at IN work_geqtmszy6nhkdfeupzkzylbkse 105 34 a a DT work_geqtmszy6nhkdfeupzkzylbkse 105 35 premium premium NN work_geqtmszy6nhkdfeupzkzylbkse 105 36 with with IN work_geqtmszy6nhkdfeupzkzylbkse 105 37 respect respect NN work_geqtmszy6nhkdfeupzkzylbkse 105 38 to to IN work_geqtmszy6nhkdfeupzkzylbkse 105 39 the the DT work_geqtmszy6nhkdfeupzkzylbkse 105 40 other other JJ work_geqtmszy6nhkdfeupzkzylbkse 105 41 auction auction NN work_geqtmszy6nhkdfeupzkzylbkse 105 42 houses house NNS work_geqtmszy6nhkdfeupzkzylbkse 105 43 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 105 44 the the DT work_geqtmszy6nhkdfeupzkzylbkse 105 45 excluded exclude VBN work_geqtmszy6nhkdfeupzkzylbkse 105 46 variable variable NN work_geqtmszy6nhkdfeupzkzylbkse 105 47 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 105 48 . . . work_geqtmszy6nhkdfeupzkzylbkse 106 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 106 2 evidence evidence NN work_geqtmszy6nhkdfeupzkzylbkse 106 3 based base VBN work_geqtmszy6nhkdfeupzkzylbkse 106 4 on on IN work_geqtmszy6nhkdfeupzkzylbkse 106 5 the the DT work_geqtmszy6nhkdfeupzkzylbkse 106 6 whole whole JJ work_geqtmszy6nhkdfeupzkzylbkse 106 7 sample sample NN work_geqtmszy6nhkdfeupzkzylbkse 106 8 shows show NNS work_geqtmszy6nhkdfeupzkzylbkse 106 9 in in IN work_geqtmszy6nhkdfeupzkzylbkse 106 10 other other JJ work_geqtmszy6nhkdfeupzkzylbkse 106 11 words word NNS work_geqtmszy6nhkdfeupzkzylbkse 106 12 the the DT work_geqtmszy6nhkdfeupzkzylbkse 106 13 expected expect VBN work_geqtmszy6nhkdfeupzkzylbkse 106 14 results result NNS work_geqtmszy6nhkdfeupzkzylbkse 106 15 of of IN work_geqtmszy6nhkdfeupzkzylbkse 106 16 a a DT work_geqtmszy6nhkdfeupzkzylbkse 106 17 typical typical JJ work_geqtmszy6nhkdfeupzkzylbkse 106 18 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 106 19 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 106 20 . . . work_geqtmszy6nhkdfeupzkzylbkse 107 1 As as IN work_geqtmszy6nhkdfeupzkzylbkse 107 2 shown show VBN work_geqtmszy6nhkdfeupzkzylbkse 107 3 in in IN work_geqtmszy6nhkdfeupzkzylbkse 107 4 columns column NNS work_geqtmszy6nhkdfeupzkzylbkse 107 5 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 107 6 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 107 7 6 6 CD work_geqtmszy6nhkdfeupzkzylbkse 107 8 of of IN work_geqtmszy6nhkdfeupzkzylbkse 107 9 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 107 10 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 107 11 , , , work_geqtmszy6nhkdfeupzkzylbkse 107 12 most most JJS work_geqtmszy6nhkdfeupzkzylbkse 107 13 of of IN work_geqtmszy6nhkdfeupzkzylbkse 107 14 the the DT work_geqtmszy6nhkdfeupzkzylbkse 107 15 coefficients coefficient NNS work_geqtmszy6nhkdfeupzkzylbkse 107 16 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 107 17 significantly significantly RB work_geqtmszy6nhkdfeupzkzylbkse 107 18 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 107 19 from from IN work_geqtmszy6nhkdfeupzkzylbkse 107 20 zero zero CD work_geqtmszy6nhkdfeupzkzylbkse 107 21 at at IN work_geqtmszy6nhkdfeupzkzylbkse 107 22 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 107 23 per per NN work_geqtmszy6nhkdfeupzkzylbkse 107 24 cent cent NN work_geqtmszy6nhkdfeupzkzylbkse 107 25 probability probability NN work_geqtmszy6nhkdfeupzkzylbkse 107 26 across across IN work_geqtmszy6nhkdfeupzkzylbkse 107 27 quantiles quantile NNS work_geqtmszy6nhkdfeupzkzylbkse 107 28 ; ; : work_geqtmszy6nhkdfeupzkzylbkse 107 29 however however RB work_geqtmszy6nhkdfeupzkzylbkse 107 30 , , , work_geqtmszy6nhkdfeupzkzylbkse 107 31 the the DT work_geqtmszy6nhkdfeupzkzylbkse 107 32 R r NN work_geqtmszy6nhkdfeupzkzylbkse 107 33 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 107 34 squared squared JJ work_geqtmszy6nhkdfeupzkzylbkse 107 35 of of IN work_geqtmszy6nhkdfeupzkzylbkse 107 36 the the DT work_geqtmszy6nhkdfeupzkzylbkse 107 37 overall overall JJ work_geqtmszy6nhkdfeupzkzylbkse 107 38 sample sample NN work_geqtmszy6nhkdfeupzkzylbkse 107 39 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 107 40 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 107 41 larger large JJR work_geqtmszy6nhkdfeupzkzylbkse 107 42 than than IN work_geqtmszy6nhkdfeupzkzylbkse 107 43 the the DT work_geqtmszy6nhkdfeupzkzylbkse 107 44 corresponding correspond VBG work_geqtmszy6nhkdfeupzkzylbkse 107 45 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 107 46 regressions regression NNS work_geqtmszy6nhkdfeupzkzylbkse 107 47 , , , work_geqtmszy6nhkdfeupzkzylbkse 107 48 because because IN work_geqtmszy6nhkdfeupzkzylbkse 107 49 of of IN work_geqtmszy6nhkdfeupzkzylbkse 107 50 the the DT work_geqtmszy6nhkdfeupzkzylbkse 107 51 greater great JJR work_geqtmszy6nhkdfeupzkzylbkse 107 52 variability variability NN work_geqtmszy6nhkdfeupzkzylbkse 107 53 . . . work_geqtmszy6nhkdfeupzkzylbkse 108 1 As as IN work_geqtmszy6nhkdfeupzkzylbkse 108 2 for for IN work_geqtmszy6nhkdfeupzkzylbkse 108 3 the the DT work_geqtmszy6nhkdfeupzkzylbkse 108 4 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 108 5 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 108 6 coefficients coefficient NNS work_geqtmszy6nhkdfeupzkzylbkse 108 7 , , , work_geqtmszy6nhkdfeupzkzylbkse 108 8 a a DT work_geqtmszy6nhkdfeupzkzylbkse 108 9 casual casual JJ work_geqtmszy6nhkdfeupzkzylbkse 108 10 inspection inspection NN work_geqtmszy6nhkdfeupzkzylbkse 108 11 might may MD work_geqtmszy6nhkdfeupzkzylbkse 108 12 suggest suggest VB work_geqtmszy6nhkdfeupzkzylbkse 108 13 a a DT work_geqtmszy6nhkdfeupzkzylbkse 108 14 pattern pattern NN work_geqtmszy6nhkdfeupzkzylbkse 108 15 roughly roughly RB work_geqtmszy6nhkdfeupzkzylbkse 108 16 in in IN work_geqtmszy6nhkdfeupzkzylbkse 108 17 line line NN work_geqtmszy6nhkdfeupzkzylbkse 108 18 with with IN work_geqtmszy6nhkdfeupzkzylbkse 108 19 the the DT work_geqtmszy6nhkdfeupzkzylbkse 108 20 whole whole JJ work_geqtmszy6nhkdfeupzkzylbkse 108 21 sample sample NN work_geqtmszy6nhkdfeupzkzylbkse 108 22 result result NN work_geqtmszy6nhkdfeupzkzylbkse 108 23 , , , work_geqtmszy6nhkdfeupzkzylbkse 108 24 with with IN work_geqtmszy6nhkdfeupzkzylbkse 108 25 the the DT work_geqtmszy6nhkdfeupzkzylbkse 108 26 possible possible JJ work_geqtmszy6nhkdfeupzkzylbkse 108 27 emergence emergence NN work_geqtmszy6nhkdfeupzkzylbkse 108 28 of of IN work_geqtmszy6nhkdfeupzkzylbkse 108 29 a a DT work_geqtmszy6nhkdfeupzkzylbkse 108 30 stable stable JJ work_geqtmszy6nhkdfeupzkzylbkse 108 31 ranking ranking NN work_geqtmszy6nhkdfeupzkzylbkse 108 32 for for IN work_geqtmszy6nhkdfeupzkzylbkse 108 33 artistic artistic JJ work_geqtmszy6nhkdfeupzkzylbkse 108 34 values value NNS work_geqtmszy6nhkdfeupzkzylbkse 108 35 . . . work_geqtmszy6nhkdfeupzkzylbkse 109 1 Some some DT work_geqtmszy6nhkdfeupzkzylbkse 109 2 differences difference NNS work_geqtmszy6nhkdfeupzkzylbkse 109 3 in in IN work_geqtmszy6nhkdfeupzkzylbkse 109 4 the the DT work_geqtmszy6nhkdfeupzkzylbkse 109 5 absolute absolute JJ work_geqtmszy6nhkdfeupzkzylbkse 109 6 size size NN work_geqtmszy6nhkdfeupzkzylbkse 109 7 of of IN work_geqtmszy6nhkdfeupzkzylbkse 109 8 8 8 CD work_geqtmszy6nhkdfeupzkzylbkse 109 9 coefficients coefficient NNS work_geqtmszy6nhkdfeupzkzylbkse 109 10 across across IN work_geqtmszy6nhkdfeupzkzylbkse 109 11 quintiles quintile NNS work_geqtmszy6nhkdfeupzkzylbkse 109 12 emerges emerge VBZ work_geqtmszy6nhkdfeupzkzylbkse 109 13 for for IN work_geqtmszy6nhkdfeupzkzylbkse 109 14 the the DT work_geqtmszy6nhkdfeupzkzylbkse 109 15 style style NN work_geqtmszy6nhkdfeupzkzylbkse 109 16 variable variable JJ work_geqtmszy6nhkdfeupzkzylbkse 109 17 , , , work_geqtmszy6nhkdfeupzkzylbkse 109 18 whereas whereas IN work_geqtmszy6nhkdfeupzkzylbkse 109 19 in in IN work_geqtmszy6nhkdfeupzkzylbkse 109 20 relative relative JJ work_geqtmszy6nhkdfeupzkzylbkse 109 21 terms term NNS work_geqtmszy6nhkdfeupzkzylbkse 109 22 The the DT work_geqtmszy6nhkdfeupzkzylbkse 109 23 Blue Blue NNP work_geqtmszy6nhkdfeupzkzylbkse 109 24 and and CC work_geqtmszy6nhkdfeupzkzylbkse 109 25 Rose Rose NNP work_geqtmszy6nhkdfeupzkzylbkse 109 26 Period Period NNP work_geqtmszy6nhkdfeupzkzylbkse 109 27 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 109 28 always always RB work_geqtmszy6nhkdfeupzkzylbkse 109 29 the the DT work_geqtmszy6nhkdfeupzkzylbkse 109 30 most most RBS work_geqtmszy6nhkdfeupzkzylbkse 109 31 appreciated appreciated JJ work_geqtmszy6nhkdfeupzkzylbkse 109 32 , , , work_geqtmszy6nhkdfeupzkzylbkse 109 33 followed follow VBN work_geqtmszy6nhkdfeupzkzylbkse 109 34 by by IN work_geqtmszy6nhkdfeupzkzylbkse 109 35 Cubism Cubism NNP work_geqtmszy6nhkdfeupzkzylbkse 109 36 , , , work_geqtmszy6nhkdfeupzkzylbkse 109 37 Young Young NNP work_geqtmszy6nhkdfeupzkzylbkse 109 38 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 109 39 and and CC work_geqtmszy6nhkdfeupzkzylbkse 109 40 the the DT work_geqtmszy6nhkdfeupzkzylbkse 109 41 Juggler Juggler NNP work_geqtmszy6nhkdfeupzkzylbkse 109 42 of of IN work_geqtmszy6nhkdfeupzkzylbkse 109 43 the the DT work_geqtmszy6nhkdfeupzkzylbkse 109 44 Form Form NNP work_geqtmszy6nhkdfeupzkzylbkse 109 45 periods period NNS work_geqtmszy6nhkdfeupzkzylbkse 109 46 . . . work_geqtmszy6nhkdfeupzkzylbkse 110 1 Camera Camera NNP work_geqtmszy6nhkdfeupzkzylbkse 110 2 and and CC work_geqtmszy6nhkdfeupzkzylbkse 110 3 Classicism Classicism NNP work_geqtmszy6nhkdfeupzkzylbkse 110 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 110 5 Guernica Guernica NNP work_geqtmszy6nhkdfeupzkzylbkse 110 6 and and CC work_geqtmszy6nhkdfeupzkzylbkse 110 7 Politics Politics NNP work_geqtmszy6nhkdfeupzkzylbkse 110 8 and and CC work_geqtmszy6nhkdfeupzkzylbkse 110 9 Art art NN work_geqtmszy6nhkdfeupzkzylbkse 110 10 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 110 11 even even RB work_geqtmszy6nhkdfeupzkzylbkse 110 12 if if IN work_geqtmszy6nhkdfeupzkzylbkse 110 13 have have VBP work_geqtmszy6nhkdfeupzkzylbkse 110 14 a a DT work_geqtmszy6nhkdfeupzkzylbkse 110 15 positive positive JJ work_geqtmszy6nhkdfeupzkzylbkse 110 16 estimates estimate NNS work_geqtmszy6nhkdfeupzkzylbkse 110 17 and and CC work_geqtmszy6nhkdfeupzkzylbkse 110 18 therefore therefore RB work_geqtmszy6nhkdfeupzkzylbkse 110 19 perform perform VBP work_geqtmszy6nhkdfeupzkzylbkse 110 20 better well RBR work_geqtmszy6nhkdfeupzkzylbkse 110 21 than than IN work_geqtmszy6nhkdfeupzkzylbkse 110 22 the the DT work_geqtmszy6nhkdfeupzkzylbkse 110 23 baseline baseline JJ work_geqtmszy6nhkdfeupzkzylbkse 110 24 Old Old NNP work_geqtmszy6nhkdfeupzkzylbkse 110 25 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 110 26 style style NN work_geqtmszy6nhkdfeupzkzylbkse 110 27 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 110 28 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 110 29 less less RBR work_geqtmszy6nhkdfeupzkzylbkse 110 30 appreciated appreciate VBN work_geqtmszy6nhkdfeupzkzylbkse 110 31 . . . work_geqtmszy6nhkdfeupzkzylbkse 111 1 Like like IN work_geqtmszy6nhkdfeupzkzylbkse 111 2 in in IN work_geqtmszy6nhkdfeupzkzylbkse 111 3 the the DT work_geqtmszy6nhkdfeupzkzylbkse 111 4 whole whole JJ work_geqtmszy6nhkdfeupzkzylbkse 111 5 sample sample NN work_geqtmszy6nhkdfeupzkzylbkse 111 6 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 111 7 , , , work_geqtmszy6nhkdfeupzkzylbkse 111 8 the the DT work_geqtmszy6nhkdfeupzkzylbkse 111 9 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 111 10 log log NN work_geqtmszy6nhkdfeupzkzylbkse 111 11 of of IN work_geqtmszy6nhkdfeupzkzylbkse 111 12 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 111 13 the the DT work_geqtmszy6nhkdfeupzkzylbkse 111 14 price price NN work_geqtmszy6nhkdfeupzkzylbkse 111 15 increases increase VBZ work_geqtmszy6nhkdfeupzkzylbkse 111 16 with with IN work_geqtmszy6nhkdfeupzkzylbkse 111 17 the the DT work_geqtmszy6nhkdfeupzkzylbkse 111 18 size size NN work_geqtmszy6nhkdfeupzkzylbkse 111 19 of of IN work_geqtmszy6nhkdfeupzkzylbkse 111 20 the the DT work_geqtmszy6nhkdfeupzkzylbkse 111 21 painting painting NN work_geqtmszy6nhkdfeupzkzylbkse 111 22 , , , work_geqtmszy6nhkdfeupzkzylbkse 111 23 but but CC work_geqtmszy6nhkdfeupzkzylbkse 111 24 at at IN work_geqtmszy6nhkdfeupzkzylbkse 111 25 decreasing decrease VBG work_geqtmszy6nhkdfeupzkzylbkse 111 26 rate rate NN work_geqtmszy6nhkdfeupzkzylbkse 111 27 , , , work_geqtmszy6nhkdfeupzkzylbkse 111 28 with with IN work_geqtmszy6nhkdfeupzkzylbkse 111 29 the the DT work_geqtmszy6nhkdfeupzkzylbkse 111 30 size size NN work_geqtmszy6nhkdfeupzkzylbkse 111 31 of of IN work_geqtmszy6nhkdfeupzkzylbkse 111 32 the the DT work_geqtmszy6nhkdfeupzkzylbkse 111 33 linear linear NN work_geqtmszy6nhkdfeupzkzylbkse 111 34 and and CC work_geqtmszy6nhkdfeupzkzylbkse 111 35 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 111 36 more more RBR work_geqtmszy6nhkdfeupzkzylbkse 111 37 neatly neatly RB work_geqtmszy6nhkdfeupzkzylbkse 111 38 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 111 39 squared square VBN work_geqtmszy6nhkdfeupzkzylbkse 111 40 term term NN work_geqtmszy6nhkdfeupzkzylbkse 111 41 decreasing decrease VBG work_geqtmszy6nhkdfeupzkzylbkse 111 42 for for IN work_geqtmszy6nhkdfeupzkzylbkse 111 43 the the DT work_geqtmszy6nhkdfeupzkzylbkse 111 44 larger large JJR work_geqtmszy6nhkdfeupzkzylbkse 111 45 quantiles quantile NNS work_geqtmszy6nhkdfeupzkzylbkse 111 46 . . . work_geqtmszy6nhkdfeupzkzylbkse 112 1 Differences difference NNS work_geqtmszy6nhkdfeupzkzylbkse 112 2 among among IN work_geqtmszy6nhkdfeupzkzylbkse 112 3 quintiles quintile NNS work_geqtmszy6nhkdfeupzkzylbkse 112 4 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 112 5 more more RBR work_geqtmszy6nhkdfeupzkzylbkse 112 6 evident evident JJ work_geqtmszy6nhkdfeupzkzylbkse 112 7 for for IN work_geqtmszy6nhkdfeupzkzylbkse 112 8 the the DT work_geqtmszy6nhkdfeupzkzylbkse 112 9 salesrooms salesroom NNS work_geqtmszy6nhkdfeupzkzylbkse 112 10 , , , work_geqtmszy6nhkdfeupzkzylbkse 112 11 and and CC work_geqtmszy6nhkdfeupzkzylbkse 112 12 the the DT work_geqtmszy6nhkdfeupzkzylbkse 112 13 media medium NNS work_geqtmszy6nhkdfeupzkzylbkse 112 14 coefficients coefficient NNS work_geqtmszy6nhkdfeupzkzylbkse 112 15 : : : work_geqtmszy6nhkdfeupzkzylbkse 112 16 some some DT work_geqtmszy6nhkdfeupzkzylbkse 112 17 variable variable JJ work_geqtmszy6nhkdfeupzkzylbkse 112 18 , , , work_geqtmszy6nhkdfeupzkzylbkse 112 19 significant significant JJ work_geqtmszy6nhkdfeupzkzylbkse 112 20 in in IN work_geqtmszy6nhkdfeupzkzylbkse 112 21 the the DT work_geqtmszy6nhkdfeupzkzylbkse 112 22 lowest low JJS work_geqtmszy6nhkdfeupzkzylbkse 112 23 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 112 24 regressions regression NNS work_geqtmszy6nhkdfeupzkzylbkse 112 25 , , , work_geqtmszy6nhkdfeupzkzylbkse 112 26 lose lose VB work_geqtmszy6nhkdfeupzkzylbkse 112 27 their -PRON- PRP$ work_geqtmszy6nhkdfeupzkzylbkse 112 28 significance significance NN work_geqtmszy6nhkdfeupzkzylbkse 112 29 in in IN work_geqtmszy6nhkdfeupzkzylbkse 112 30 the the DT work_geqtmszy6nhkdfeupzkzylbkse 112 31 higher high JJR work_geqtmszy6nhkdfeupzkzylbkse 112 32 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 112 33 regressions regression NNS work_geqtmszy6nhkdfeupzkzylbkse 112 34 . . . work_geqtmszy6nhkdfeupzkzylbkse 113 1 Also also RB work_geqtmszy6nhkdfeupzkzylbkse 113 2 the the DT work_geqtmszy6nhkdfeupzkzylbkse 113 3 yearly yearly JJ work_geqtmszy6nhkdfeupzkzylbkse 113 4 dummies dummy NNS work_geqtmszy6nhkdfeupzkzylbkse 113 5 follow follow VBP work_geqtmszy6nhkdfeupzkzylbkse 113 6 idiosyncratic idiosyncratic JJ work_geqtmszy6nhkdfeupzkzylbkse 113 7 patterns pattern NNS work_geqtmszy6nhkdfeupzkzylbkse 113 8 . . . work_geqtmszy6nhkdfeupzkzylbkse 114 1 However however RB work_geqtmszy6nhkdfeupzkzylbkse 114 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 114 3 a a DT work_geqtmszy6nhkdfeupzkzylbkse 114 4 more more RBR work_geqtmszy6nhkdfeupzkzylbkse 114 5 formal formal JJ work_geqtmszy6nhkdfeupzkzylbkse 114 6 evaluation evaluation NN work_geqtmszy6nhkdfeupzkzylbkse 114 7 requires require VBZ work_geqtmszy6nhkdfeupzkzylbkse 114 8 to to TO work_geqtmszy6nhkdfeupzkzylbkse 114 9 test test VB work_geqtmszy6nhkdfeupzkzylbkse 114 10 for for IN work_geqtmszy6nhkdfeupzkzylbkse 114 11 the the DT work_geqtmszy6nhkdfeupzkzylbkse 114 12 equality equality NN work_geqtmszy6nhkdfeupzkzylbkse 114 13 of of IN work_geqtmszy6nhkdfeupzkzylbkse 114 14 the the DT work_geqtmszy6nhkdfeupzkzylbkse 114 15 coefficients coefficient NNS work_geqtmszy6nhkdfeupzkzylbkse 114 16 across across IN work_geqtmszy6nhkdfeupzkzylbkse 114 17 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 114 18 regressions regression NNS work_geqtmszy6nhkdfeupzkzylbkse 114 19 . . . work_geqtmszy6nhkdfeupzkzylbkse 115 1 In in IN work_geqtmszy6nhkdfeupzkzylbkse 115 2 order order NN work_geqtmszy6nhkdfeupzkzylbkse 115 3 to to TO work_geqtmszy6nhkdfeupzkzylbkse 115 4 avoid avoid VB work_geqtmszy6nhkdfeupzkzylbkse 115 5 problems problem NNS work_geqtmszy6nhkdfeupzkzylbkse 115 6 arising arise VBG work_geqtmszy6nhkdfeupzkzylbkse 115 7 in in IN work_geqtmszy6nhkdfeupzkzylbkse 115 8 the the DT work_geqtmszy6nhkdfeupzkzylbkse 115 9 presence presence NN work_geqtmszy6nhkdfeupzkzylbkse 115 10 of of IN work_geqtmszy6nhkdfeupzkzylbkse 115 11 certain certain JJ work_geqtmszy6nhkdfeupzkzylbkse 115 12 departures departure NNS work_geqtmszy6nhkdfeupzkzylbkse 115 13 when when WRB work_geqtmszy6nhkdfeupzkzylbkse 115 14 solving solve VBG work_geqtmszy6nhkdfeupzkzylbkse 115 15 minimization minimization NN work_geqtmszy6nhkdfeupzkzylbkse 115 16 by by IN work_geqtmszy6nhkdfeupzkzylbkse 115 17 linear linear JJ work_geqtmszy6nhkdfeupzkzylbkse 115 18 programming programming NN work_geqtmszy6nhkdfeupzkzylbkse 115 19 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 115 20 Deaton Deaton NNP work_geqtmszy6nhkdfeupzkzylbkse 115 21 , , , work_geqtmszy6nhkdfeupzkzylbkse 115 22 1997 1997 CD work_geqtmszy6nhkdfeupzkzylbkse 115 23 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 115 24 , , , work_geqtmszy6nhkdfeupzkzylbkse 115 25 we -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 115 26 compute compute VBP work_geqtmszy6nhkdfeupzkzylbkse 115 27 robust robust JJ work_geqtmszy6nhkdfeupzkzylbkse 115 28 standard standard JJ work_geqtmszy6nhkdfeupzkzylbkse 115 29 error error NN work_geqtmszy6nhkdfeupzkzylbkse 115 30 estimates estimate NNS work_geqtmszy6nhkdfeupzkzylbkse 115 31 by by IN work_geqtmszy6nhkdfeupzkzylbkse 115 32 bootstrap bootstrap NN work_geqtmszy6nhkdfeupzkzylbkse 115 33 , , , work_geqtmszy6nhkdfeupzkzylbkse 115 34 with with IN work_geqtmszy6nhkdfeupzkzylbkse 115 35 1,000 1,000 CD work_geqtmszy6nhkdfeupzkzylbkse 115 36 replications replication NNS work_geqtmszy6nhkdfeupzkzylbkse 115 37 . . . work_geqtmszy6nhkdfeupzkzylbkse 116 1 F f NN work_geqtmszy6nhkdfeupzkzylbkse 116 2 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 116 3 tests test NNS work_geqtmszy6nhkdfeupzkzylbkse 116 4 for for IN work_geqtmszy6nhkdfeupzkzylbkse 116 5 each each DT work_geqtmszy6nhkdfeupzkzylbkse 116 6 groups group NNS work_geqtmszy6nhkdfeupzkzylbkse 116 7 of of IN work_geqtmszy6nhkdfeupzkzylbkse 116 8 variables variable NNS work_geqtmszy6nhkdfeupzkzylbkse 116 9 on on IN work_geqtmszy6nhkdfeupzkzylbkse 116 10 the the DT work_geqtmszy6nhkdfeupzkzylbkse 116 11 lowest low JJS work_geqtmszy6nhkdfeupzkzylbkse 116 12 quintile quintile NN work_geqtmszy6nhkdfeupzkzylbkse 116 13 versus versus IN work_geqtmszy6nhkdfeupzkzylbkse 116 14 the the DT work_geqtmszy6nhkdfeupzkzylbkse 116 15 other other JJ work_geqtmszy6nhkdfeupzkzylbkse 116 16 quintile quintile NN work_geqtmszy6nhkdfeupzkzylbkse 116 17 models model NNS work_geqtmszy6nhkdfeupzkzylbkse 116 18 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 116 19 run run VBN work_geqtmszy6nhkdfeupzkzylbkse 116 20 and and CC work_geqtmszy6nhkdfeupzkzylbkse 116 21 reported report VBN work_geqtmszy6nhkdfeupzkzylbkse 116 22 in in IN work_geqtmszy6nhkdfeupzkzylbkse 116 23 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 116 24 3 3 CD work_geqtmszy6nhkdfeupzkzylbkse 116 25 . . . work_geqtmszy6nhkdfeupzkzylbkse 117 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 117 2 null null JJ work_geqtmszy6nhkdfeupzkzylbkse 117 3 hypothesis hypothesis NN work_geqtmszy6nhkdfeupzkzylbkse 117 4 of of IN work_geqtmszy6nhkdfeupzkzylbkse 117 5 equal equal JJ work_geqtmszy6nhkdfeupzkzylbkse 117 6 coefficients coefficient NNS work_geqtmszy6nhkdfeupzkzylbkse 117 7 across across IN work_geqtmszy6nhkdfeupzkzylbkse 117 8 quintiles quintile NNS work_geqtmszy6nhkdfeupzkzylbkse 117 9 can can MD work_geqtmszy6nhkdfeupzkzylbkse 117 10 not not RB work_geqtmszy6nhkdfeupzkzylbkse 117 11 be be VB work_geqtmszy6nhkdfeupzkzylbkse 117 12 rejected reject VBN work_geqtmszy6nhkdfeupzkzylbkse 117 13 for for IN work_geqtmszy6nhkdfeupzkzylbkse 117 14 the the DT work_geqtmszy6nhkdfeupzkzylbkse 117 15 dimension dimension NN work_geqtmszy6nhkdfeupzkzylbkse 117 16 , , , work_geqtmszy6nhkdfeupzkzylbkse 117 17 style style NN work_geqtmszy6nhkdfeupzkzylbkse 117 18 and and CC work_geqtmszy6nhkdfeupzkzylbkse 117 19 salerooms saleroom NNS work_geqtmszy6nhkdfeupzkzylbkse 117 20 variables variable NNS work_geqtmszy6nhkdfeupzkzylbkse 117 21 , , , work_geqtmszy6nhkdfeupzkzylbkse 117 22 whereas whereas IN work_geqtmszy6nhkdfeupzkzylbkse 117 23 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 117 24 rejected reject VBN work_geqtmszy6nhkdfeupzkzylbkse 117 25 at at IN work_geqtmszy6nhkdfeupzkzylbkse 117 26 the the DT work_geqtmszy6nhkdfeupzkzylbkse 117 27 usual usual JJ work_geqtmszy6nhkdfeupzkzylbkse 117 28 significance significance NN work_geqtmszy6nhkdfeupzkzylbkse 117 29 level level NN work_geqtmszy6nhkdfeupzkzylbkse 117 30 for for IN work_geqtmszy6nhkdfeupzkzylbkse 117 31 the the DT work_geqtmszy6nhkdfeupzkzylbkse 117 32 media medium NNS work_geqtmszy6nhkdfeupzkzylbkse 117 33 and and CC work_geqtmszy6nhkdfeupzkzylbkse 117 34 the the DT work_geqtmszy6nhkdfeupzkzylbkse 117 35 trend trend NN work_geqtmszy6nhkdfeupzkzylbkse 117 36 period period NN work_geqtmszy6nhkdfeupzkzylbkse 117 37 . . . work_geqtmszy6nhkdfeupzkzylbkse 118 1 For for IN work_geqtmszy6nhkdfeupzkzylbkse 118 2 the the DT work_geqtmszy6nhkdfeupzkzylbkse 118 3 media medium NNS work_geqtmszy6nhkdfeupzkzylbkse 118 4 variables variable NNS work_geqtmszy6nhkdfeupzkzylbkse 118 5 this this DT work_geqtmszy6nhkdfeupzkzylbkse 118 6 result result NN work_geqtmszy6nhkdfeupzkzylbkse 118 7 might may MD work_geqtmszy6nhkdfeupzkzylbkse 118 8 be be VB work_geqtmszy6nhkdfeupzkzylbkse 118 9 in in IN work_geqtmszy6nhkdfeupzkzylbkse 118 10 part part NN work_geqtmszy6nhkdfeupzkzylbkse 118 11 due due IN work_geqtmszy6nhkdfeupzkzylbkse 118 12 to to IN work_geqtmszy6nhkdfeupzkzylbkse 118 13 the the DT work_geqtmszy6nhkdfeupzkzylbkse 118 14 correlation correlation NN work_geqtmszy6nhkdfeupzkzylbkse 118 15 between between IN work_geqtmszy6nhkdfeupzkzylbkse 118 16 the the DT work_geqtmszy6nhkdfeupzkzylbkse 118 17 media medium NNS work_geqtmszy6nhkdfeupzkzylbkse 118 18 and and CC work_geqtmszy6nhkdfeupzkzylbkse 118 19 the the DT work_geqtmszy6nhkdfeupzkzylbkse 118 20 quintile quintile NN work_geqtmszy6nhkdfeupzkzylbkse 118 21 : : : work_geqtmszy6nhkdfeupzkzylbkse 118 22 in in IN work_geqtmszy6nhkdfeupzkzylbkse 118 23 the the DT work_geqtmszy6nhkdfeupzkzylbkse 118 24 low low JJ work_geqtmszy6nhkdfeupzkzylbkse 118 25 quintiles quintile NNS work_geqtmszy6nhkdfeupzkzylbkse 118 26 mixed mixed JJ work_geqtmszy6nhkdfeupzkzylbkse 118 27 techniques technique NNS work_geqtmszy6nhkdfeupzkzylbkse 118 28 or or CC work_geqtmszy6nhkdfeupzkzylbkse 118 29 other other JJ work_geqtmszy6nhkdfeupzkzylbkse 118 30 techniques technique NNS work_geqtmszy6nhkdfeupzkzylbkse 118 31 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 118 32 relatively relatively RB work_geqtmszy6nhkdfeupzkzylbkse 118 33 important important JJ work_geqtmszy6nhkdfeupzkzylbkse 118 34 , , , work_geqtmszy6nhkdfeupzkzylbkse 118 35 whereas whereas IN work_geqtmszy6nhkdfeupzkzylbkse 118 36 in in IN work_geqtmszy6nhkdfeupzkzylbkse 118 37 the the DT work_geqtmszy6nhkdfeupzkzylbkse 118 38 high high JJ work_geqtmszy6nhkdfeupzkzylbkse 118 39 quintiles quintile NNS work_geqtmszy6nhkdfeupzkzylbkse 118 40 canvases canvas NNS work_geqtmszy6nhkdfeupzkzylbkse 118 41 prevail prevail VBP work_geqtmszy6nhkdfeupzkzylbkse 118 42 . . . work_geqtmszy6nhkdfeupzkzylbkse 119 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 119 2 most most RBS work_geqtmszy6nhkdfeupzkzylbkse 119 3 striking striking JJ work_geqtmszy6nhkdfeupzkzylbkse 119 4 outcome outcome NN work_geqtmszy6nhkdfeupzkzylbkse 119 5 concerns concern VBZ work_geqtmszy6nhkdfeupzkzylbkse 119 6 the the DT work_geqtmszy6nhkdfeupzkzylbkse 119 7 yearly yearly JJ work_geqtmszy6nhkdfeupzkzylbkse 119 8 dummies dummy NNS work_geqtmszy6nhkdfeupzkzylbkse 119 9 : : : work_geqtmszy6nhkdfeupzkzylbkse 119 10 low low JJ work_geqtmszy6nhkdfeupzkzylbkse 119 11 and and CC work_geqtmszy6nhkdfeupzkzylbkse 119 12 high high JJ work_geqtmszy6nhkdfeupzkzylbkse 119 13 quintiles quintile NNS work_geqtmszy6nhkdfeupzkzylbkse 119 14 trends trend NNS work_geqtmszy6nhkdfeupzkzylbkse 119 15 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 119 16 clearly clearly RB work_geqtmszy6nhkdfeupzkzylbkse 119 17 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 119 18 , , , work_geqtmszy6nhkdfeupzkzylbkse 119 19 a a DT work_geqtmszy6nhkdfeupzkzylbkse 119 20 result result NN work_geqtmszy6nhkdfeupzkzylbkse 119 21 already already RB work_geqtmszy6nhkdfeupzkzylbkse 119 22 known know VBN work_geqtmszy6nhkdfeupzkzylbkse 119 23 as as IN work_geqtmszy6nhkdfeupzkzylbkse 119 24 the the DT work_geqtmszy6nhkdfeupzkzylbkse 119 25 masterpiece masterpiece NN work_geqtmszy6nhkdfeupzkzylbkse 119 26 effect effect NN work_geqtmszy6nhkdfeupzkzylbkse 119 27 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 119 28 Mei Mei NNP work_geqtmszy6nhkdfeupzkzylbkse 119 29 and and CC work_geqtmszy6nhkdfeupzkzylbkse 119 30 Moses Moses NNP work_geqtmszy6nhkdfeupzkzylbkse 119 31 , , , work_geqtmszy6nhkdfeupzkzylbkse 119 32 2002 2002 CD work_geqtmszy6nhkdfeupzkzylbkse 119 33 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 119 34 . . . work_geqtmszy6nhkdfeupzkzylbkse 120 1 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 120 2 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 120 3 3 3 CD work_geqtmszy6nhkdfeupzkzylbkse 120 4 about about IN work_geqtmszy6nhkdfeupzkzylbkse 120 5 here here RB work_geqtmszy6nhkdfeupzkzylbkse 120 6 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 120 7 With with IN work_geqtmszy6nhkdfeupzkzylbkse 120 8 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 120 9 values value NNS work_geqtmszy6nhkdfeupzkzylbkse 120 10 associated associate VBN work_geqtmszy6nhkdfeupzkzylbkse 120 11 with with IN work_geqtmszy6nhkdfeupzkzylbkse 120 12 the the DT work_geqtmszy6nhkdfeupzkzylbkse 120 13 mean mean NNP work_geqtmszy6nhkdfeupzkzylbkse 120 14 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 120 15 OLS OLS NNP work_geqtmszy6nhkdfeupzkzylbkse 120 16 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 120 17 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 120 18 and and CC work_geqtmszy6nhkdfeupzkzylbkse 120 19 the the DT work_geqtmszy6nhkdfeupzkzylbkse 120 20 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 120 21 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 120 22 estimates estimate VBZ work_geqtmszy6nhkdfeupzkzylbkse 120 23 , , , work_geqtmszy6nhkdfeupzkzylbkse 120 24 it -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 120 25 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 120 26 natural natural JJ work_geqtmszy6nhkdfeupzkzylbkse 120 27 to to TO work_geqtmszy6nhkdfeupzkzylbkse 120 28 evaluate evaluate VB work_geqtmszy6nhkdfeupzkzylbkse 120 29 the the DT work_geqtmszy6nhkdfeupzkzylbkse 120 30 emergence emergence NN work_geqtmszy6nhkdfeupzkzylbkse 120 31 of of IN work_geqtmszy6nhkdfeupzkzylbkse 120 32 significant significant JJ work_geqtmszy6nhkdfeupzkzylbkse 120 33 differences difference NNS work_geqtmszy6nhkdfeupzkzylbkse 120 34 in in IN work_geqtmszy6nhkdfeupzkzylbkse 120 35 the the DT work_geqtmszy6nhkdfeupzkzylbkse 120 36 price price NN work_geqtmszy6nhkdfeupzkzylbkse 120 37 dynamics dynamic NNS work_geqtmszy6nhkdfeupzkzylbkse 120 38 of of IN work_geqtmszy6nhkdfeupzkzylbkse 120 39 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 120 40 paintings painting NNS work_geqtmszy6nhkdfeupzkzylbkse 120 41 . . . work_geqtmszy6nhkdfeupzkzylbkse 121 1 To to IN work_geqtmszy6nhkdfeupzkzylbkse 121 2 this this DT work_geqtmszy6nhkdfeupzkzylbkse 121 3 aim aim NN work_geqtmszy6nhkdfeupzkzylbkse 121 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 121 5 the the DT work_geqtmszy6nhkdfeupzkzylbkse 121 6 yearly yearly JJ work_geqtmszy6nhkdfeupzkzylbkse 121 7 dummy dummy JJ work_geqtmszy6nhkdfeupzkzylbkse 121 8 coefficients coefficient NNS work_geqtmszy6nhkdfeupzkzylbkse 121 9 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 121 10 used use VBN work_geqtmszy6nhkdfeupzkzylbkse 121 11 to to TO work_geqtmszy6nhkdfeupzkzylbkse 121 12 calculate calculate VB work_geqtmszy6nhkdfeupzkzylbkse 121 13 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 121 14 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 121 15 specific specific JJ work_geqtmszy6nhkdfeupzkzylbkse 121 16 adjacent adjacent JJ work_geqtmszy6nhkdfeupzkzylbkse 121 17 year year NN work_geqtmszy6nhkdfeupzkzylbkse 121 18 regressions regression NNS work_geqtmszy6nhkdfeupzkzylbkse 121 19 price price NN work_geqtmszy6nhkdfeupzkzylbkse 121 20 indexes index NNS work_geqtmszy6nhkdfeupzkzylbkse 121 21 . . . work_geqtmszy6nhkdfeupzkzylbkse 122 1 These these DT work_geqtmszy6nhkdfeupzkzylbkse 122 2 indexes index NNS work_geqtmszy6nhkdfeupzkzylbkse 122 3 measure measure VBP work_geqtmszy6nhkdfeupzkzylbkse 122 4 the the DT work_geqtmszy6nhkdfeupzkzylbkse 122 5 per per IN work_geqtmszy6nhkdfeupzkzylbkse 122 6 cent cent NN work_geqtmszy6nhkdfeupzkzylbkse 122 7 change change NN work_geqtmszy6nhkdfeupzkzylbkse 122 8 in in IN work_geqtmszy6nhkdfeupzkzylbkse 122 9 price price NN work_geqtmszy6nhkdfeupzkzylbkse 122 10 9 9 CD work_geqtmszy6nhkdfeupzkzylbkse 122 11 associated associate VBN work_geqtmszy6nhkdfeupzkzylbkse 122 12 with with IN work_geqtmszy6nhkdfeupzkzylbkse 122 13 the the DT work_geqtmszy6nhkdfeupzkzylbkse 122 14 change change NN work_geqtmszy6nhkdfeupzkzylbkse 122 15 from from IN work_geqtmszy6nhkdfeupzkzylbkse 122 16 0 0 CD work_geqtmszy6nhkdfeupzkzylbkse 122 17 to to IN work_geqtmszy6nhkdfeupzkzylbkse 122 18 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 122 19 of of IN work_geqtmszy6nhkdfeupzkzylbkse 122 20 the the DT work_geqtmszy6nhkdfeupzkzylbkse 122 21 dummy dummy JJ work_geqtmszy6nhkdfeupzkzylbkse 122 22 variables variable NNS work_geqtmszy6nhkdfeupzkzylbkse 122 23 and and CC work_geqtmszy6nhkdfeupzkzylbkse 122 24 they -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 122 25 are be VBP work_geqtmszy6nhkdfeupzkzylbkse 122 26 given give VBN work_geqtmszy6nhkdfeupzkzylbkse 122 27 by by IN work_geqtmszy6nhkdfeupzkzylbkse 122 28 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 122 29 100∗(eβj-1 100∗(eβj-1 CD work_geqtmszy6nhkdfeupzkzylbkse 122 30 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 122 31 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 122 32 , , , work_geqtmszy6nhkdfeupzkzylbkse 122 33 where where WRB work_geqtmszy6nhkdfeupzkzylbkse 122 34 βj βj NNP work_geqtmszy6nhkdfeupzkzylbkse 122 35 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 122 36 the the DT work_geqtmszy6nhkdfeupzkzylbkse 122 37 quintile quintile NN work_geqtmszy6nhkdfeupzkzylbkse 122 38 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 122 39 estimated estimate VBN work_geqtmszy6nhkdfeupzkzylbkse 122 40 coefficient coefficient NN work_geqtmszy6nhkdfeupzkzylbkse 122 41 . . . work_geqtmszy6nhkdfeupzkzylbkse 123 1 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 123 2 4 4 CD work_geqtmszy6nhkdfeupzkzylbkse 123 3 and and CC work_geqtmszy6nhkdfeupzkzylbkse 123 4 Figure figure NN work_geqtmszy6nhkdfeupzkzylbkse 123 5 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 123 6 show show VBP work_geqtmszy6nhkdfeupzkzylbkse 123 7 both both CC work_geqtmszy6nhkdfeupzkzylbkse 123 8 the the DT work_geqtmszy6nhkdfeupzkzylbkse 123 9 whole whole JJ work_geqtmszy6nhkdfeupzkzylbkse 123 10 sample sample NN work_geqtmszy6nhkdfeupzkzylbkse 123 11 and and CC work_geqtmszy6nhkdfeupzkzylbkse 123 12 the the DT work_geqtmszy6nhkdfeupzkzylbkse 123 13 quintile quintile NNP work_geqtmszy6nhkdfeupzkzylbkse 123 14 price price NN work_geqtmszy6nhkdfeupzkzylbkse 123 15 index index NN work_geqtmszy6nhkdfeupzkzylbkse 123 16 values value NNS work_geqtmszy6nhkdfeupzkzylbkse 123 17 . . . work_geqtmszy6nhkdfeupzkzylbkse 124 1 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 124 2 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 124 3 4 4 CD work_geqtmszy6nhkdfeupzkzylbkse 124 4 about about IN work_geqtmszy6nhkdfeupzkzylbkse 124 5 here here RB work_geqtmszy6nhkdfeupzkzylbkse 124 6 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 124 7 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 124 8 Figure figure NN work_geqtmszy6nhkdfeupzkzylbkse 124 9 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 124 10 about about IN work_geqtmszy6nhkdfeupzkzylbkse 124 11 here here RB work_geqtmszy6nhkdfeupzkzylbkse 124 12 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 124 13 Figure figure NN work_geqtmszy6nhkdfeupzkzylbkse 124 14 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 124 15 shows show VBZ work_geqtmszy6nhkdfeupzkzylbkse 124 16 how how WRB work_geqtmszy6nhkdfeupzkzylbkse 124 17 the the DT work_geqtmszy6nhkdfeupzkzylbkse 124 18 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 124 19 specific specific JJ work_geqtmszy6nhkdfeupzkzylbkse 124 20 price price NN work_geqtmszy6nhkdfeupzkzylbkse 124 21 classes class NNS work_geqtmszy6nhkdfeupzkzylbkse 124 22 submarkets submarket VBZ work_geqtmszy6nhkdfeupzkzylbkse 124 23 share share VB work_geqtmszy6nhkdfeupzkzylbkse 124 24 several several JJ work_geqtmszy6nhkdfeupzkzylbkse 124 25 common common JJ work_geqtmszy6nhkdfeupzkzylbkse 124 26 short short JJ work_geqtmszy6nhkdfeupzkzylbkse 124 27 run run NN work_geqtmszy6nhkdfeupzkzylbkse 124 28 adjustments adjustment NNS work_geqtmszy6nhkdfeupzkzylbkse 124 29 , , , work_geqtmszy6nhkdfeupzkzylbkse 124 30 making make VBG work_geqtmszy6nhkdfeupzkzylbkse 124 31 difficult difficult JJ work_geqtmszy6nhkdfeupzkzylbkse 124 32 the the DT work_geqtmszy6nhkdfeupzkzylbkse 124 33 recognition recognition NN work_geqtmszy6nhkdfeupzkzylbkse 124 34 of of IN work_geqtmszy6nhkdfeupzkzylbkse 124 35 the the DT work_geqtmszy6nhkdfeupzkzylbkse 124 36 differences difference NNS work_geqtmszy6nhkdfeupzkzylbkse 124 37 in in IN work_geqtmszy6nhkdfeupzkzylbkse 124 38 the the DT work_geqtmszy6nhkdfeupzkzylbkse 124 39 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 124 40 trends trend NNS work_geqtmszy6nhkdfeupzkzylbkse 124 41 . . . work_geqtmszy6nhkdfeupzkzylbkse 125 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 125 2 boom boom NN work_geqtmszy6nhkdfeupzkzylbkse 125 3 of of IN work_geqtmszy6nhkdfeupzkzylbkse 125 4 the the DT work_geqtmszy6nhkdfeupzkzylbkse 125 5 late late JJ work_geqtmszy6nhkdfeupzkzylbkse 125 6 80s 80s CD work_geqtmszy6nhkdfeupzkzylbkse 125 7 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 125 8 apparent apparent JJ work_geqtmszy6nhkdfeupzkzylbkse 125 9 for for IN work_geqtmszy6nhkdfeupzkzylbkse 125 10 every every DT work_geqtmszy6nhkdfeupzkzylbkse 125 11 series series NN work_geqtmszy6nhkdfeupzkzylbkse 125 12 , , , work_geqtmszy6nhkdfeupzkzylbkse 125 13 as as RB work_geqtmszy6nhkdfeupzkzylbkse 125 14 well well RB work_geqtmszy6nhkdfeupzkzylbkse 125 15 the the DT work_geqtmszy6nhkdfeupzkzylbkse 125 16 subsequent subsequent JJ work_geqtmszy6nhkdfeupzkzylbkse 125 17 burst burst NN work_geqtmszy6nhkdfeupzkzylbkse 125 18 and and CC work_geqtmszy6nhkdfeupzkzylbkse 125 19 the the DT work_geqtmszy6nhkdfeupzkzylbkse 125 20 weak weak JJ work_geqtmszy6nhkdfeupzkzylbkse 125 21 recovery recovery NN work_geqtmszy6nhkdfeupzkzylbkse 125 22 that that WDT work_geqtmszy6nhkdfeupzkzylbkse 125 23 occurred occur VBD work_geqtmszy6nhkdfeupzkzylbkse 125 24 over over IN work_geqtmszy6nhkdfeupzkzylbkse 125 25 the the DT work_geqtmszy6nhkdfeupzkzylbkse 125 26 period period NN work_geqtmszy6nhkdfeupzkzylbkse 125 27 1993 1993 CD work_geqtmszy6nhkdfeupzkzylbkse 125 28 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 125 29 2003 2003 CD work_geqtmszy6nhkdfeupzkzylbkse 125 30 . . . work_geqtmszy6nhkdfeupzkzylbkse 126 1 Again again RB work_geqtmszy6nhkdfeupzkzylbkse 126 2 the the DT work_geqtmszy6nhkdfeupzkzylbkse 126 3 boom boom NN work_geqtmszy6nhkdfeupzkzylbkse 126 4 period period NN work_geqtmszy6nhkdfeupzkzylbkse 126 5 of of IN work_geqtmszy6nhkdfeupzkzylbkse 126 6 the the DT work_geqtmszy6nhkdfeupzkzylbkse 126 7 2003 2003 CD work_geqtmszy6nhkdfeupzkzylbkse 126 8 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 126 9 05 05 CD work_geqtmszy6nhkdfeupzkzylbkse 126 10 emerges emerge NNS work_geqtmszy6nhkdfeupzkzylbkse 126 11 neatly neatly RB work_geqtmszy6nhkdfeupzkzylbkse 126 12 from from IN work_geqtmszy6nhkdfeupzkzylbkse 126 13 the the DT work_geqtmszy6nhkdfeupzkzylbkse 126 14 time time NN work_geqtmszy6nhkdfeupzkzylbkse 126 15 indices indice VBZ work_geqtmszy6nhkdfeupzkzylbkse 126 16 . . . work_geqtmszy6nhkdfeupzkzylbkse 127 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 127 2 imperfect imperfect JJ work_geqtmszy6nhkdfeupzkzylbkse 127 3 synchronization synchronization NN work_geqtmszy6nhkdfeupzkzylbkse 127 4 of of IN work_geqtmszy6nhkdfeupzkzylbkse 127 5 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 127 6 price price NN work_geqtmszy6nhkdfeupzkzylbkse 127 7 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 127 8 cycles cycle NNS work_geqtmszy6nhkdfeupzkzylbkse 127 9 among among IN work_geqtmszy6nhkdfeupzkzylbkse 127 10 price price NN work_geqtmszy6nhkdfeupzkzylbkse 127 11 classes class NNS work_geqtmszy6nhkdfeupzkzylbkse 127 12 might may MD work_geqtmszy6nhkdfeupzkzylbkse 127 13 affect affect VB work_geqtmszy6nhkdfeupzkzylbkse 127 14 the the DT work_geqtmszy6nhkdfeupzkzylbkse 127 15 previous previous JJ work_geqtmszy6nhkdfeupzkzylbkse 127 16 conclusions conclusion NNS work_geqtmszy6nhkdfeupzkzylbkse 127 17 , , , work_geqtmszy6nhkdfeupzkzylbkse 127 18 as as IN work_geqtmszy6nhkdfeupzkzylbkse 127 19 the the DT work_geqtmszy6nhkdfeupzkzylbkse 127 20 use use NN work_geqtmszy6nhkdfeupzkzylbkse 127 21 of of IN work_geqtmszy6nhkdfeupzkzylbkse 127 22 a a DT work_geqtmszy6nhkdfeupzkzylbkse 127 23 common common JJ work_geqtmszy6nhkdfeupzkzylbkse 127 24 base base NN work_geqtmszy6nhkdfeupzkzylbkse 127 25 year year NN work_geqtmszy6nhkdfeupzkzylbkse 127 26 influences influence VBZ work_geqtmszy6nhkdfeupzkzylbkse 127 27 the the DT work_geqtmszy6nhkdfeupzkzylbkse 127 28 subsequent subsequent JJ work_geqtmszy6nhkdfeupzkzylbkse 127 29 dynamics dynamic NNS work_geqtmszy6nhkdfeupzkzylbkse 127 30 of of IN work_geqtmszy6nhkdfeupzkzylbkse 127 31 the the DT work_geqtmszy6nhkdfeupzkzylbkse 127 32 indexes index NNS work_geqtmszy6nhkdfeupzkzylbkse 127 33 . . . work_geqtmszy6nhkdfeupzkzylbkse 128 1 In in IN work_geqtmszy6nhkdfeupzkzylbkse 128 2 order order NN work_geqtmszy6nhkdfeupzkzylbkse 128 3 to to TO work_geqtmszy6nhkdfeupzkzylbkse 128 4 develop develop VB work_geqtmszy6nhkdfeupzkzylbkse 128 5 a a DT work_geqtmszy6nhkdfeupzkzylbkse 128 6 more more RBR work_geqtmszy6nhkdfeupzkzylbkse 128 7 balanced balanced JJ work_geqtmszy6nhkdfeupzkzylbkse 128 8 approach approach NN work_geqtmszy6nhkdfeupzkzylbkse 128 9 , , , work_geqtmszy6nhkdfeupzkzylbkse 128 10 in in IN work_geqtmszy6nhkdfeupzkzylbkse 128 11 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 128 12 5 5 CD work_geqtmszy6nhkdfeupzkzylbkse 128 13 we -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 128 14 show show VBP work_geqtmszy6nhkdfeupzkzylbkse 128 15 the the DT work_geqtmszy6nhkdfeupzkzylbkse 128 16 various various JJ work_geqtmszy6nhkdfeupzkzylbkse 128 17 5-year 5-year CD work_geqtmszy6nhkdfeupzkzylbkse 128 18 returns return NNS work_geqtmszy6nhkdfeupzkzylbkse 128 19 computed compute VBD work_geqtmszy6nhkdfeupzkzylbkse 128 20 over over IN work_geqtmszy6nhkdfeupzkzylbkse 128 21 the the DT work_geqtmszy6nhkdfeupzkzylbkse 128 22 periods periods NNP work_geqtmszy6nhkdfeupzkzylbkse 128 23 1988 1988 CD work_geqtmszy6nhkdfeupzkzylbkse 128 24 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 128 25 1992 1992 CD work_geqtmszy6nhkdfeupzkzylbkse 128 26 , , , work_geqtmszy6nhkdfeupzkzylbkse 128 27 1989 1989 CD work_geqtmszy6nhkdfeupzkzylbkse 128 28 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 128 29 1993 1993 CD work_geqtmszy6nhkdfeupzkzylbkse 128 30 , , , work_geqtmszy6nhkdfeupzkzylbkse 128 31 … … NFP work_geqtmszy6nhkdfeupzkzylbkse 128 32 , , , work_geqtmszy6nhkdfeupzkzylbkse 128 33 computed compute VBD work_geqtmszy6nhkdfeupzkzylbkse 128 34 using use VBG work_geqtmszy6nhkdfeupzkzylbkse 128 35 the the DT work_geqtmszy6nhkdfeupzkzylbkse 128 36 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 128 37 4 4 CD work_geqtmszy6nhkdfeupzkzylbkse 128 38 time time NN work_geqtmszy6nhkdfeupzkzylbkse 128 39 dummies dummy NNS work_geqtmszy6nhkdfeupzkzylbkse 128 40 . . . work_geqtmszy6nhkdfeupzkzylbkse 129 1 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 129 2 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 129 3 5 5 CD work_geqtmszy6nhkdfeupzkzylbkse 129 4 about about IN work_geqtmszy6nhkdfeupzkzylbkse 129 5 here here RB work_geqtmszy6nhkdfeupzkzylbkse 129 6 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 129 7 [ [ -LRB- work_geqtmszy6nhkdfeupzkzylbkse 129 8 Figure figure NN work_geqtmszy6nhkdfeupzkzylbkse 129 9 3 3 CD work_geqtmszy6nhkdfeupzkzylbkse 129 10 about about IN work_geqtmszy6nhkdfeupzkzylbkse 129 11 here here RB work_geqtmszy6nhkdfeupzkzylbkse 129 12 ] ] -RRB- work_geqtmszy6nhkdfeupzkzylbkse 129 13 Within within IN work_geqtmszy6nhkdfeupzkzylbkse 129 14 a a DT work_geqtmszy6nhkdfeupzkzylbkse 129 15 5-year 5-year CD work_geqtmszy6nhkdfeupzkzylbkse 129 16 horizon horizon NN work_geqtmszy6nhkdfeupzkzylbkse 129 17 , , , work_geqtmszy6nhkdfeupzkzylbkse 129 18 the the DT work_geqtmszy6nhkdfeupzkzylbkse 129 19 burst burst NN work_geqtmszy6nhkdfeupzkzylbkse 129 20 of of IN work_geqtmszy6nhkdfeupzkzylbkse 129 21 the the DT work_geqtmszy6nhkdfeupzkzylbkse 129 22 bubble bubble NN work_geqtmszy6nhkdfeupzkzylbkse 129 23 of of IN work_geqtmszy6nhkdfeupzkzylbkse 129 24 the the DT work_geqtmszy6nhkdfeupzkzylbkse 129 25 late late JJ work_geqtmszy6nhkdfeupzkzylbkse 129 26 Eighties Eighties NNPS work_geqtmszy6nhkdfeupzkzylbkse 129 27 lead lead NN work_geqtmszy6nhkdfeupzkzylbkse 129 28 to to IN work_geqtmszy6nhkdfeupzkzylbkse 129 29 a a DT work_geqtmszy6nhkdfeupzkzylbkse 129 30 period period NN work_geqtmszy6nhkdfeupzkzylbkse 129 31 of of IN work_geqtmszy6nhkdfeupzkzylbkse 129 32 significant significant JJ work_geqtmszy6nhkdfeupzkzylbkse 129 33 losses loss NNS work_geqtmszy6nhkdfeupzkzylbkse 129 34 for for IN work_geqtmszy6nhkdfeupzkzylbkse 129 35 quantiles quantile NNS work_geqtmszy6nhkdfeupzkzylbkse 129 36 in in IN work_geqtmszy6nhkdfeupzkzylbkse 129 37 the the DT work_geqtmszy6nhkdfeupzkzylbkse 129 38 first first JJ work_geqtmszy6nhkdfeupzkzylbkse 129 39 years year NNS work_geqtmszy6nhkdfeupzkzylbkse 129 40 . . . work_geqtmszy6nhkdfeupzkzylbkse 130 1 However however RB work_geqtmszy6nhkdfeupzkzylbkse 130 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 130 3 with with IN work_geqtmszy6nhkdfeupzkzylbkse 130 4 a a DT work_geqtmszy6nhkdfeupzkzylbkse 130 5 careful careful JJ work_geqtmszy6nhkdfeupzkzylbkse 130 6 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 130 7 or or CC work_geqtmszy6nhkdfeupzkzylbkse 130 8 lucky lucky JJ work_geqtmszy6nhkdfeupzkzylbkse 130 9 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 130 10 selection selection NN work_geqtmszy6nhkdfeupzkzylbkse 130 11 of of IN work_geqtmszy6nhkdfeupzkzylbkse 130 12 the the DT work_geqtmszy6nhkdfeupzkzylbkse 130 13 investment investment NN work_geqtmszy6nhkdfeupzkzylbkse 130 14 period period NN work_geqtmszy6nhkdfeupzkzylbkse 130 15 , , , work_geqtmszy6nhkdfeupzkzylbkse 130 16 remarkable remarkable JJ work_geqtmszy6nhkdfeupzkzylbkse 130 17 rates rate NNS work_geqtmszy6nhkdfeupzkzylbkse 130 18 of of IN work_geqtmszy6nhkdfeupzkzylbkse 130 19 return return NN work_geqtmszy6nhkdfeupzkzylbkse 130 20 can can MD work_geqtmszy6nhkdfeupzkzylbkse 130 21 be be VB work_geqtmszy6nhkdfeupzkzylbkse 130 22 obtained obtain VBN work_geqtmszy6nhkdfeupzkzylbkse 130 23 , , , work_geqtmszy6nhkdfeupzkzylbkse 130 24 as as IN work_geqtmszy6nhkdfeupzkzylbkse 130 25 in in IN work_geqtmszy6nhkdfeupzkzylbkse 130 26 the the DT work_geqtmszy6nhkdfeupzkzylbkse 130 27 period period NN work_geqtmszy6nhkdfeupzkzylbkse 130 28 1993 1993 CD work_geqtmszy6nhkdfeupzkzylbkse 130 29 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 130 30 1997 1997 CD work_geqtmszy6nhkdfeupzkzylbkse 130 31 . . . work_geqtmszy6nhkdfeupzkzylbkse 131 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 131 2 same same JJ work_geqtmszy6nhkdfeupzkzylbkse 131 3 outcome outcome NN work_geqtmszy6nhkdfeupzkzylbkse 131 4 emerges emerge VBZ work_geqtmszy6nhkdfeupzkzylbkse 131 5 for for IN work_geqtmszy6nhkdfeupzkzylbkse 131 6 specific specific JJ work_geqtmszy6nhkdfeupzkzylbkse 131 7 quintiles quintile NNS work_geqtmszy6nhkdfeupzkzylbkse 131 8 , , , work_geqtmszy6nhkdfeupzkzylbkse 131 9 as as IN work_geqtmszy6nhkdfeupzkzylbkse 131 10 in in IN work_geqtmszy6nhkdfeupzkzylbkse 131 11 the the DT work_geqtmszy6nhkdfeupzkzylbkse 131 12 period period NN work_geqtmszy6nhkdfeupzkzylbkse 131 13 1991 1991 CD work_geqtmszy6nhkdfeupzkzylbkse 131 14 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 131 15 1995 1995 CD work_geqtmszy6nhkdfeupzkzylbkse 131 16 for for IN work_geqtmszy6nhkdfeupzkzylbkse 131 17 the the DT work_geqtmszy6nhkdfeupzkzylbkse 131 18 highest high JJS work_geqtmszy6nhkdfeupzkzylbkse 131 19 quintiles quintile NNS work_geqtmszy6nhkdfeupzkzylbkse 131 20 . . . work_geqtmszy6nhkdfeupzkzylbkse 132 1 On on IN work_geqtmszy6nhkdfeupzkzylbkse 132 2 average average JJ work_geqtmszy6nhkdfeupzkzylbkse 132 3 , , , work_geqtmszy6nhkdfeupzkzylbkse 132 4 the the DT work_geqtmszy6nhkdfeupzkzylbkse 132 5 return return NN work_geqtmszy6nhkdfeupzkzylbkse 132 6 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 132 7 higher high JJR work_geqtmszy6nhkdfeupzkzylbkse 132 8 for for IN work_geqtmszy6nhkdfeupzkzylbkse 132 9 the the DT work_geqtmszy6nhkdfeupzkzylbkse 132 10 high high JJ work_geqtmszy6nhkdfeupzkzylbkse 132 11 end end NN work_geqtmszy6nhkdfeupzkzylbkse 132 12 of of IN work_geqtmszy6nhkdfeupzkzylbkse 132 13 the the DT work_geqtmszy6nhkdfeupzkzylbkse 132 14 market market NN work_geqtmszy6nhkdfeupzkzylbkse 132 15 , , , work_geqtmszy6nhkdfeupzkzylbkse 132 16 but but CC work_geqtmszy6nhkdfeupzkzylbkse 132 17 also also RB work_geqtmszy6nhkdfeupzkzylbkse 132 18 more more RBR work_geqtmszy6nhkdfeupzkzylbkse 132 19 volatile volatile JJ work_geqtmszy6nhkdfeupzkzylbkse 132 20 , , , work_geqtmszy6nhkdfeupzkzylbkse 132 21 as as IN work_geqtmszy6nhkdfeupzkzylbkse 132 22 shown show VBN work_geqtmszy6nhkdfeupzkzylbkse 132 23 in in IN work_geqtmszy6nhkdfeupzkzylbkse 132 24 Figure Figure NNP work_geqtmszy6nhkdfeupzkzylbkse 132 25 3 3 CD work_geqtmszy6nhkdfeupzkzylbkse 132 26 . . . work_geqtmszy6nhkdfeupzkzylbkse 133 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 133 2 evidence evidence NN work_geqtmszy6nhkdfeupzkzylbkse 133 3 in in IN work_geqtmszy6nhkdfeupzkzylbkse 133 4 support support NN work_geqtmszy6nhkdfeupzkzylbkse 133 5 of of IN work_geqtmszy6nhkdfeupzkzylbkse 133 6 specific specific JJ work_geqtmszy6nhkdfeupzkzylbkse 133 7 price price NN work_geqtmszy6nhkdfeupzkzylbkse 133 8 characteristics characteristic NNS work_geqtmszy6nhkdfeupzkzylbkse 133 9 for for IN work_geqtmszy6nhkdfeupzkzylbkse 133 10 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 133 11 quantiles quantile NNS work_geqtmszy6nhkdfeupzkzylbkse 133 12 is be VBZ work_geqtmszy6nhkdfeupzkzylbkse 133 13 therefore therefore RB work_geqtmszy6nhkdfeupzkzylbkse 133 14 strengthened strengthen VBN work_geqtmszy6nhkdfeupzkzylbkse 133 15 . . . work_geqtmszy6nhkdfeupzkzylbkse 134 1 10 10 CD work_geqtmszy6nhkdfeupzkzylbkse 134 2 5 5 CD work_geqtmszy6nhkdfeupzkzylbkse 134 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 135 1 Conclusions conclusion NNS work_geqtmszy6nhkdfeupzkzylbkse 135 2 Although although IN work_geqtmszy6nhkdfeupzkzylbkse 135 3 the the DT work_geqtmszy6nhkdfeupzkzylbkse 135 4 existence existence NN work_geqtmszy6nhkdfeupzkzylbkse 135 5 of of IN work_geqtmszy6nhkdfeupzkzylbkse 135 6 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 135 7 values value NNS work_geqtmszy6nhkdfeupzkzylbkse 135 8 for for IN work_geqtmszy6nhkdfeupzkzylbkse 135 9 painting paint VBG work_geqtmszy6nhkdfeupzkzylbkse 135 10 characteristics characteristic NNS work_geqtmszy6nhkdfeupzkzylbkse 135 11 across across IN work_geqtmszy6nhkdfeupzkzylbkse 135 12 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 135 13 hammer hammer NN work_geqtmszy6nhkdfeupzkzylbkse 135 14 price price NN work_geqtmszy6nhkdfeupzkzylbkse 135 15 distributions distribution NNS work_geqtmszy6nhkdfeupzkzylbkse 135 16 may may MD work_geqtmszy6nhkdfeupzkzylbkse 135 17 have have VB work_geqtmszy6nhkdfeupzkzylbkse 135 18 been be VBN work_geqtmszy6nhkdfeupzkzylbkse 135 19 considered consider VBN work_geqtmszy6nhkdfeupzkzylbkse 135 20 intuitive intuitive JJ work_geqtmszy6nhkdfeupzkzylbkse 135 21 beforehand beforehand RB work_geqtmszy6nhkdfeupzkzylbkse 135 22 , , , work_geqtmszy6nhkdfeupzkzylbkse 135 23 to to IN work_geqtmszy6nhkdfeupzkzylbkse 135 24 our -PRON- PRP$ work_geqtmszy6nhkdfeupzkzylbkse 135 25 knowledge knowledge NN work_geqtmszy6nhkdfeupzkzylbkse 135 26 , , , work_geqtmszy6nhkdfeupzkzylbkse 135 27 such such PDT work_geqtmszy6nhkdfeupzkzylbkse 135 28 a a DT work_geqtmszy6nhkdfeupzkzylbkse 135 29 issue issue NN work_geqtmszy6nhkdfeupzkzylbkse 135 30 has have VBZ work_geqtmszy6nhkdfeupzkzylbkse 135 31 never never RB work_geqtmszy6nhkdfeupzkzylbkse 135 32 been be VBN work_geqtmszy6nhkdfeupzkzylbkse 135 33 empirically empirically RB work_geqtmszy6nhkdfeupzkzylbkse 135 34 investigated investigate VBN work_geqtmszy6nhkdfeupzkzylbkse 135 35 . . . work_geqtmszy6nhkdfeupzkzylbkse 136 1 By by IN work_geqtmszy6nhkdfeupzkzylbkse 136 2 contrast contrast NN work_geqtmszy6nhkdfeupzkzylbkse 136 3 , , , work_geqtmszy6nhkdfeupzkzylbkse 136 4 the the DT work_geqtmszy6nhkdfeupzkzylbkse 136 5 homogeneity homogeneity NN work_geqtmszy6nhkdfeupzkzylbkse 136 6 of of IN work_geqtmszy6nhkdfeupzkzylbkse 136 7 the the DT work_geqtmszy6nhkdfeupzkzylbkse 136 8 systems system NNS work_geqtmszy6nhkdfeupzkzylbkse 136 9 of of IN work_geqtmszy6nhkdfeupzkzylbkse 136 10 evaluation evaluation NN work_geqtmszy6nhkdfeupzkzylbkse 136 11 with with IN work_geqtmszy6nhkdfeupzkzylbkse 136 12 respect respect NN work_geqtmszy6nhkdfeupzkzylbkse 136 13 to to IN work_geqtmszy6nhkdfeupzkzylbkse 136 14 price price NN work_geqtmszy6nhkdfeupzkzylbkse 136 15 levels level NNS work_geqtmszy6nhkdfeupzkzylbkse 136 16 has have VBZ work_geqtmszy6nhkdfeupzkzylbkse 136 17 been be VBN work_geqtmszy6nhkdfeupzkzylbkse 136 18 the the DT work_geqtmszy6nhkdfeupzkzylbkse 136 19 standard standard JJ work_geqtmszy6nhkdfeupzkzylbkse 136 20 approach approach NN work_geqtmszy6nhkdfeupzkzylbkse 136 21 in in IN work_geqtmszy6nhkdfeupzkzylbkse 136 22 the the DT work_geqtmszy6nhkdfeupzkzylbkse 136 23 applied applied JJ work_geqtmszy6nhkdfeupzkzylbkse 136 24 literature literature NN work_geqtmszy6nhkdfeupzkzylbkse 136 25 . . . work_geqtmszy6nhkdfeupzkzylbkse 137 1 Quantile Quantile NNP work_geqtmszy6nhkdfeupzkzylbkse 137 2 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 137 3 provides provide VBZ work_geqtmszy6nhkdfeupzkzylbkse 137 4 an an DT work_geqtmszy6nhkdfeupzkzylbkse 137 5 intuitive intuitive JJ work_geqtmszy6nhkdfeupzkzylbkse 137 6 way way NN work_geqtmszy6nhkdfeupzkzylbkse 137 7 to to TO work_geqtmszy6nhkdfeupzkzylbkse 137 8 evaluate evaluate VB work_geqtmszy6nhkdfeupzkzylbkse 137 9 the the DT work_geqtmszy6nhkdfeupzkzylbkse 137 10 relevance relevance NN work_geqtmszy6nhkdfeupzkzylbkse 137 11 of of IN work_geqtmszy6nhkdfeupzkzylbkse 137 12 the the DT work_geqtmszy6nhkdfeupzkzylbkse 137 13 price price NN work_geqtmszy6nhkdfeupzkzylbkse 137 14 effect effect NN work_geqtmszy6nhkdfeupzkzylbkse 137 15 in in IN work_geqtmszy6nhkdfeupzkzylbkse 137 16 the the DT work_geqtmszy6nhkdfeupzkzylbkse 137 17 appreciation appreciation NN work_geqtmszy6nhkdfeupzkzylbkse 137 18 of of IN work_geqtmszy6nhkdfeupzkzylbkse 137 19 the the DT work_geqtmszy6nhkdfeupzkzylbkse 137 20 paintings painting NNS work_geqtmszy6nhkdfeupzkzylbkse 137 21 . . . work_geqtmszy6nhkdfeupzkzylbkse 138 1 In in IN work_geqtmszy6nhkdfeupzkzylbkse 138 2 this this DT work_geqtmszy6nhkdfeupzkzylbkse 138 3 paper paper NN work_geqtmszy6nhkdfeupzkzylbkse 138 4 we -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 138 5 use use VBP work_geqtmszy6nhkdfeupzkzylbkse 138 6 the the DT work_geqtmszy6nhkdfeupzkzylbkse 138 7 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 138 8 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 138 9 approach approach NN work_geqtmszy6nhkdfeupzkzylbkse 138 10 for for IN work_geqtmszy6nhkdfeupzkzylbkse 138 11 analyzing analyze VBG work_geqtmszy6nhkdfeupzkzylbkse 138 12 the the DT work_geqtmszy6nhkdfeupzkzylbkse 138 13 structure structure NN work_geqtmszy6nhkdfeupzkzylbkse 138 14 of of IN work_geqtmszy6nhkdfeupzkzylbkse 138 15 the the DT work_geqtmszy6nhkdfeupzkzylbkse 138 16 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 138 17 characteristics characteristic NNS work_geqtmszy6nhkdfeupzkzylbkse 138 18 of of IN work_geqtmszy6nhkdfeupzkzylbkse 138 19 716 716 CD work_geqtmszy6nhkdfeupzkzylbkse 138 20 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 138 21 paintings painting NNS work_geqtmszy6nhkdfeupzkzylbkse 138 22 sold sell VBN work_geqtmszy6nhkdfeupzkzylbkse 138 23 at at IN work_geqtmszy6nhkdfeupzkzylbkse 138 24 auctions auction NNS work_geqtmszy6nhkdfeupzkzylbkse 138 25 worldwide worldwide RB work_geqtmszy6nhkdfeupzkzylbkse 138 26 during during IN work_geqtmszy6nhkdfeupzkzylbkse 138 27 the the DT work_geqtmszy6nhkdfeupzkzylbkse 138 28 period period NN work_geqtmszy6nhkdfeupzkzylbkse 138 29 1987 1987 CD work_geqtmszy6nhkdfeupzkzylbkse 138 30 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 138 31 2005 2005 CD work_geqtmszy6nhkdfeupzkzylbkse 138 32 . . . work_geqtmszy6nhkdfeupzkzylbkse 139 1 We -PRON- PRP work_geqtmszy6nhkdfeupzkzylbkse 139 2 estimate estimate VBP work_geqtmszy6nhkdfeupzkzylbkse 139 3 a a DT work_geqtmszy6nhkdfeupzkzylbkse 139 4 log log NN work_geqtmszy6nhkdfeupzkzylbkse 139 5 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 139 6 linear linear JJ work_geqtmszy6nhkdfeupzkzylbkse 139 7 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 139 8 model model NN work_geqtmszy6nhkdfeupzkzylbkse 139 9 both both DT work_geqtmszy6nhkdfeupzkzylbkse 139 10 for for IN work_geqtmszy6nhkdfeupzkzylbkse 139 11 the the DT work_geqtmszy6nhkdfeupzkzylbkse 139 12 full full JJ work_geqtmszy6nhkdfeupzkzylbkse 139 13 sample sample NN work_geqtmszy6nhkdfeupzkzylbkse 139 14 and and CC work_geqtmszy6nhkdfeupzkzylbkse 139 15 the the DT work_geqtmszy6nhkdfeupzkzylbkse 139 16 .20 .20 CD work_geqtmszy6nhkdfeupzkzylbkse 139 17 , , , work_geqtmszy6nhkdfeupzkzylbkse 139 18 .40 .40 CD work_geqtmszy6nhkdfeupzkzylbkse 139 19 , , , work_geqtmszy6nhkdfeupzkzylbkse 139 20 .60 .60 CD work_geqtmszy6nhkdfeupzkzylbkse 139 21 , , , work_geqtmszy6nhkdfeupzkzylbkse 139 22 .80 .80 NFP work_geqtmszy6nhkdfeupzkzylbkse 139 23 , , , work_geqtmszy6nhkdfeupzkzylbkse 139 24 and and CC work_geqtmszy6nhkdfeupzkzylbkse 139 25 .95 .95 CD work_geqtmszy6nhkdfeupzkzylbkse 139 26 quantiles quantile NNS work_geqtmszy6nhkdfeupzkzylbkse 139 27 of of IN work_geqtmszy6nhkdfeupzkzylbkse 139 28 hammer hammer NN work_geqtmszy6nhkdfeupzkzylbkse 139 29 price price NN work_geqtmszy6nhkdfeupzkzylbkse 139 30 distribution distribution NN work_geqtmszy6nhkdfeupzkzylbkse 139 31 . . . work_geqtmszy6nhkdfeupzkzylbkse 140 1 The the DT work_geqtmszy6nhkdfeupzkzylbkse 140 2 empirical empirical JJ work_geqtmszy6nhkdfeupzkzylbkse 140 3 evidence evidence NN work_geqtmszy6nhkdfeupzkzylbkse 140 4 suggests suggest VBZ work_geqtmszy6nhkdfeupzkzylbkse 140 5 the the DT work_geqtmszy6nhkdfeupzkzylbkse 140 6 existence existence NN work_geqtmszy6nhkdfeupzkzylbkse 140 7 of of IN work_geqtmszy6nhkdfeupzkzylbkse 140 8 significant significant JJ work_geqtmszy6nhkdfeupzkzylbkse 140 9 differences difference NNS work_geqtmszy6nhkdfeupzkzylbkse 140 10 both both CC work_geqtmszy6nhkdfeupzkzylbkse 140 11 in in IN work_geqtmszy6nhkdfeupzkzylbkse 140 12 the the DT work_geqtmszy6nhkdfeupzkzylbkse 140 13 way way NN work_geqtmszy6nhkdfeupzkzylbkse 140 14 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 140 15 respond respond VBP work_geqtmszy6nhkdfeupzkzylbkse 140 16 to to IN work_geqtmszy6nhkdfeupzkzylbkse 140 17 characteristics characteristic NNS work_geqtmszy6nhkdfeupzkzylbkse 140 18 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 140 19 particularly particularly RB work_geqtmszy6nhkdfeupzkzylbkse 140 20 in in IN work_geqtmszy6nhkdfeupzkzylbkse 140 21 the the DT work_geqtmszy6nhkdfeupzkzylbkse 140 22 media medium NNS work_geqtmszy6nhkdfeupzkzylbkse 140 23 variables variable NNS work_geqtmszy6nhkdfeupzkzylbkse 140 24 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 140 25 and and CC work_geqtmszy6nhkdfeupzkzylbkse 140 26 in in IN work_geqtmszy6nhkdfeupzkzylbkse 140 27 the the DT work_geqtmszy6nhkdfeupzkzylbkse 140 28 rates rate NNS work_geqtmszy6nhkdfeupzkzylbkse 140 29 of of IN work_geqtmszy6nhkdfeupzkzylbkse 140 30 return return NN work_geqtmszy6nhkdfeupzkzylbkse 140 31 from from IN work_geqtmszy6nhkdfeupzkzylbkse 140 32 an an DT work_geqtmszy6nhkdfeupzkzylbkse 140 33 investment investment NN work_geqtmszy6nhkdfeupzkzylbkse 140 34 in in IN work_geqtmszy6nhkdfeupzkzylbkse 140 35 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 140 36 paintings painting NNS work_geqtmszy6nhkdfeupzkzylbkse 140 37 across across IN work_geqtmszy6nhkdfeupzkzylbkse 140 38 different different JJ work_geqtmszy6nhkdfeupzkzylbkse 140 39 price price NN work_geqtmszy6nhkdfeupzkzylbkse 140 40 ranges range NNS work_geqtmszy6nhkdfeupzkzylbkse 140 41 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 140 42 the the DT work_geqtmszy6nhkdfeupzkzylbkse 140 43 so so RB work_geqtmszy6nhkdfeupzkzylbkse 140 44 called call VBN work_geqtmszy6nhkdfeupzkzylbkse 140 45 masterpiece masterpiece NNP work_geqtmszy6nhkdfeupzkzylbkse 140 46 effect effect NN work_geqtmszy6nhkdfeupzkzylbkse 140 47 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 140 48 . . . work_geqtmszy6nhkdfeupzkzylbkse 141 1 11 11 CD work_geqtmszy6nhkdfeupzkzylbkse 141 2 References References NNPS work_geqtmszy6nhkdfeupzkzylbkse 141 3 Bassett Bassett NNP work_geqtmszy6nhkdfeupzkzylbkse 141 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 141 5 G.W.Jr G.W.Jr NNP work_geqtmszy6nhkdfeupzkzylbkse 141 6 . . NNP work_geqtmszy6nhkdfeupzkzylbkse 141 7 , , , work_geqtmszy6nhkdfeupzkzylbkse 141 8 Tam Tam NNP work_geqtmszy6nhkdfeupzkzylbkse 141 9 , , , work_geqtmszy6nhkdfeupzkzylbkse 141 10 M.S. M.S. NNP work_geqtmszy6nhkdfeupzkzylbkse 141 11 , , , work_geqtmszy6nhkdfeupzkzylbkse 141 12 Knight Knight NNP work_geqtmszy6nhkdfeupzkzylbkse 141 13 , , , work_geqtmszy6nhkdfeupzkzylbkse 141 14 K. K. NNP work_geqtmszy6nhkdfeupzkzylbkse 141 15 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 141 16 2002 2002 CD work_geqtmszy6nhkdfeupzkzylbkse 141 17 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 141 18 , , , work_geqtmszy6nhkdfeupzkzylbkse 141 19 Quantile Quantile NNP work_geqtmszy6nhkdfeupzkzylbkse 141 20 models model NNS work_geqtmszy6nhkdfeupzkzylbkse 141 21 and and CC work_geqtmszy6nhkdfeupzkzylbkse 141 22 estimators estimator NNS work_geqtmszy6nhkdfeupzkzylbkse 141 23 for for IN work_geqtmszy6nhkdfeupzkzylbkse 141 24 data datum NNS work_geqtmszy6nhkdfeupzkzylbkse 141 25 analysis analysis NN work_geqtmszy6nhkdfeupzkzylbkse 141 26 , , , work_geqtmszy6nhkdfeupzkzylbkse 141 27 Metrika Metrika NNP work_geqtmszy6nhkdfeupzkzylbkse 141 28 , , , work_geqtmszy6nhkdfeupzkzylbkse 141 29 17 17 CD work_geqtmszy6nhkdfeupzkzylbkse 141 30 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 141 31 26 26 CD work_geqtmszy6nhkdfeupzkzylbkse 141 32 . . . work_geqtmszy6nhkdfeupzkzylbkse 142 1 Berndt Berndt NNP work_geqtmszy6nhkdfeupzkzylbkse 142 2 E. E. NNP work_geqtmszy6nhkdfeupzkzylbkse 142 3 R. R. NNP work_geqtmszy6nhkdfeupzkzylbkse 142 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 142 5 Rappaport Rappaport NNP work_geqtmszy6nhkdfeupzkzylbkse 142 6 N. N. NNP work_geqtmszy6nhkdfeupzkzylbkse 142 7 J. J. NNP work_geqtmszy6nhkdfeupzkzylbkse 143 1 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 143 2 2001 2001 CD work_geqtmszy6nhkdfeupzkzylbkse 143 3 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 143 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 143 5 Price price NN work_geqtmszy6nhkdfeupzkzylbkse 143 6 and and CC work_geqtmszy6nhkdfeupzkzylbkse 143 7 quality quality NN work_geqtmszy6nhkdfeupzkzylbkse 143 8 of of IN work_geqtmszy6nhkdfeupzkzylbkse 143 9 desktop desktop NN work_geqtmszy6nhkdfeupzkzylbkse 143 10 and and CC work_geqtmszy6nhkdfeupzkzylbkse 143 11 mobile mobile JJ work_geqtmszy6nhkdfeupzkzylbkse 143 12 personal personal JJ work_geqtmszy6nhkdfeupzkzylbkse 143 13 computers computer NNS work_geqtmszy6nhkdfeupzkzylbkse 143 14 : : : work_geqtmszy6nhkdfeupzkzylbkse 143 15 A a DT work_geqtmszy6nhkdfeupzkzylbkse 143 16 quarter quarter NN work_geqtmszy6nhkdfeupzkzylbkse 143 17 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 143 18 century century NN work_geqtmszy6nhkdfeupzkzylbkse 143 19 historical historical JJ work_geqtmszy6nhkdfeupzkzylbkse 143 20 overview overview NN work_geqtmszy6nhkdfeupzkzylbkse 143 21 , , , work_geqtmszy6nhkdfeupzkzylbkse 143 22 American American NNP work_geqtmszy6nhkdfeupzkzylbkse 143 23 Economic Economic NNP work_geqtmszy6nhkdfeupzkzylbkse 143 24 Review Review NNP work_geqtmszy6nhkdfeupzkzylbkse 143 25 , , , work_geqtmszy6nhkdfeupzkzylbkse 143 26 91(2 91(2 CD work_geqtmszy6nhkdfeupzkzylbkse 143 27 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 143 28 , , , work_geqtmszy6nhkdfeupzkzylbkse 143 29 268 268 CD work_geqtmszy6nhkdfeupzkzylbkse 143 30 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 143 31 73 73 CD work_geqtmszy6nhkdfeupzkzylbkse 143 32 . . . work_geqtmszy6nhkdfeupzkzylbkse 144 1 Candela Candela NNP work_geqtmszy6nhkdfeupzkzylbkse 144 2 G. G. NNP work_geqtmszy6nhkdfeupzkzylbkse 144 3 , , , work_geqtmszy6nhkdfeupzkzylbkse 144 4 Scorcu Scorcu NNP work_geqtmszy6nhkdfeupzkzylbkse 144 5 , , , work_geqtmszy6nhkdfeupzkzylbkse 144 6 A.E. A.E. NNP work_geqtmszy6nhkdfeupzkzylbkse 145 1 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 145 2 1997 1997 CD work_geqtmszy6nhkdfeupzkzylbkse 145 3 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 145 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 145 5 A A NNP work_geqtmszy6nhkdfeupzkzylbkse 145 6 Price Price NNP work_geqtmszy6nhkdfeupzkzylbkse 145 7 Index Index NNP work_geqtmszy6nhkdfeupzkzylbkse 145 8 for for IN work_geqtmszy6nhkdfeupzkzylbkse 145 9 Art Art NNP work_geqtmszy6nhkdfeupzkzylbkse 145 10 Market Market NNP work_geqtmszy6nhkdfeupzkzylbkse 145 11 Auctions Auctions NNPS work_geqtmszy6nhkdfeupzkzylbkse 145 12 . . . work_geqtmszy6nhkdfeupzkzylbkse 146 1 An an DT work_geqtmszy6nhkdfeupzkzylbkse 146 2 application application NN work_geqtmszy6nhkdfeupzkzylbkse 146 3 to to IN work_geqtmszy6nhkdfeupzkzylbkse 146 4 the the DT work_geqtmszy6nhkdfeupzkzylbkse 146 5 Italian italian JJ work_geqtmszy6nhkdfeupzkzylbkse 146 6 Market Market NNP work_geqtmszy6nhkdfeupzkzylbkse 146 7 of of IN work_geqtmszy6nhkdfeupzkzylbkse 146 8 Modern Modern NNP work_geqtmszy6nhkdfeupzkzylbkse 146 9 and and CC work_geqtmszy6nhkdfeupzkzylbkse 146 10 Contemporary Contemporary NNP work_geqtmszy6nhkdfeupzkzylbkse 146 11 Oil Oil NNP work_geqtmszy6nhkdfeupzkzylbkse 146 12 Paintings Paintings NNPS work_geqtmszy6nhkdfeupzkzylbkse 146 13 , , , work_geqtmszy6nhkdfeupzkzylbkse 146 14 Journal Journal NNP work_geqtmszy6nhkdfeupzkzylbkse 146 15 of of IN work_geqtmszy6nhkdfeupzkzylbkse 146 16 Cultural Cultural NNP work_geqtmszy6nhkdfeupzkzylbkse 146 17 Economics Economics NNP work_geqtmszy6nhkdfeupzkzylbkse 146 18 , , , work_geqtmszy6nhkdfeupzkzylbkse 146 19 21 21 CD work_geqtmszy6nhkdfeupzkzylbkse 146 20 , , , work_geqtmszy6nhkdfeupzkzylbkse 146 21 175 175 CD work_geqtmszy6nhkdfeupzkzylbkse 146 22 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 146 23 196 196 CD work_geqtmszy6nhkdfeupzkzylbkse 146 24 . . . work_geqtmszy6nhkdfeupzkzylbkse 147 1 Collins Collins NNP work_geqtmszy6nhkdfeupzkzylbkse 147 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 147 3 A. a. NN work_geqtmszy6nhkdfeupzkzylbkse 147 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 147 5 Scorcu Scorcu NNP work_geqtmszy6nhkdfeupzkzylbkse 147 6 , , , work_geqtmszy6nhkdfeupzkzylbkse 147 7 A.E. A.E. NNP work_geqtmszy6nhkdfeupzkzylbkse 147 8 , , , work_geqtmszy6nhkdfeupzkzylbkse 147 9 Zanola Zanola NNP work_geqtmszy6nhkdfeupzkzylbkse 147 10 , , , work_geqtmszy6nhkdfeupzkzylbkse 147 11 R. R. NNP work_geqtmszy6nhkdfeupzkzylbkse 147 12 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 147 13 2007 2007 CD work_geqtmszy6nhkdfeupzkzylbkse 147 14 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 147 15 , , , work_geqtmszy6nhkdfeupzkzylbkse 147 16 Sample Sample NNP work_geqtmszy6nhkdfeupzkzylbkse 147 17 Selection Selection NNP work_geqtmszy6nhkdfeupzkzylbkse 147 18 Bias Bias NNP work_geqtmszy6nhkdfeupzkzylbkse 147 19 and and CC work_geqtmszy6nhkdfeupzkzylbkse 147 20 Time Time NNP work_geqtmszy6nhkdfeupzkzylbkse 147 21 Instability Instability NNP work_geqtmszy6nhkdfeupzkzylbkse 147 22 of of IN work_geqtmszy6nhkdfeupzkzylbkse 147 23 Hedonic Hedonic NNP work_geqtmszy6nhkdfeupzkzylbkse 147 24 Art Art NNP work_geqtmszy6nhkdfeupzkzylbkse 147 25 Price Price NNP work_geqtmszy6nhkdfeupzkzylbkse 147 26 Indexes Indexes NNPS work_geqtmszy6nhkdfeupzkzylbkse 147 27 , , , work_geqtmszy6nhkdfeupzkzylbkse 147 28 Working Working NNP work_geqtmszy6nhkdfeupzkzylbkse 147 29 Papers Papers NNPS work_geqtmszy6nhkdfeupzkzylbkse 147 30 610 610 CD work_geqtmszy6nhkdfeupzkzylbkse 147 31 , , , work_geqtmszy6nhkdfeupzkzylbkse 147 32 Dipartimento Dipartimento NNP work_geqtmszy6nhkdfeupzkzylbkse 147 33 Scienze Scienze NNP work_geqtmszy6nhkdfeupzkzylbkse 147 34 Economiche Economiche NNP work_geqtmszy6nhkdfeupzkzylbkse 147 35 , , , work_geqtmszy6nhkdfeupzkzylbkse 147 36 Università Università NNP work_geqtmszy6nhkdfeupzkzylbkse 147 37 di di FW work_geqtmszy6nhkdfeupzkzylbkse 147 38 Bologna Bologna NNP work_geqtmszy6nhkdfeupzkzylbkse 147 39 . . . work_geqtmszy6nhkdfeupzkzylbkse 148 1 Collins Collins NNP work_geqtmszy6nhkdfeupzkzylbkse 148 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 148 3 A. a. NN work_geqtmszy6nhkdfeupzkzylbkse 148 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 148 5 Scorcu Scorcu NNP work_geqtmszy6nhkdfeupzkzylbkse 148 6 , , , work_geqtmszy6nhkdfeupzkzylbkse 148 7 A.E. A.E. NNP work_geqtmszy6nhkdfeupzkzylbkse 148 8 , , , work_geqtmszy6nhkdfeupzkzylbkse 148 9 Zanola Zanola NNP work_geqtmszy6nhkdfeupzkzylbkse 148 10 , , , work_geqtmszy6nhkdfeupzkzylbkse 148 11 R. R. NNP work_geqtmszy6nhkdfeupzkzylbkse 148 12 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 148 13 2009 2009 CD work_geqtmszy6nhkdfeupzkzylbkse 148 14 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 148 15 , , , work_geqtmszy6nhkdfeupzkzylbkse 148 16 Reconsidering reconsider VBG work_geqtmszy6nhkdfeupzkzylbkse 148 17 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 148 18 art art NN work_geqtmszy6nhkdfeupzkzylbkse 148 19 price price NN work_geqtmszy6nhkdfeupzkzylbkse 148 20 indexes index NNS work_geqtmszy6nhkdfeupzkzylbkse 148 21 , , , work_geqtmszy6nhkdfeupzkzylbkse 148 22 Economic Economic NNP work_geqtmszy6nhkdfeupzkzylbkse 148 23 Letters Letters NNPS work_geqtmszy6nhkdfeupzkzylbkse 148 24 , , , work_geqtmszy6nhkdfeupzkzylbkse 148 25 104 104 CD work_geqtmszy6nhkdfeupzkzylbkse 148 26 , , , work_geqtmszy6nhkdfeupzkzylbkse 148 27 57 57 CD work_geqtmszy6nhkdfeupzkzylbkse 148 28 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 148 29 60 60 CD work_geqtmszy6nhkdfeupzkzylbkse 148 30 . . . work_geqtmszy6nhkdfeupzkzylbkse 149 1 Czujack Czujack NNP work_geqtmszy6nhkdfeupzkzylbkse 149 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 149 3 C. C. NNP work_geqtmszy6nhkdfeupzkzylbkse 149 4 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 149 5 1997 1997 CD work_geqtmszy6nhkdfeupzkzylbkse 149 6 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 149 7 , , , work_geqtmszy6nhkdfeupzkzylbkse 149 8 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 149 9 paintings painting NNS work_geqtmszy6nhkdfeupzkzylbkse 149 10 at at IN work_geqtmszy6nhkdfeupzkzylbkse 149 11 auction auction NN work_geqtmszy6nhkdfeupzkzylbkse 149 12 , , , work_geqtmszy6nhkdfeupzkzylbkse 149 13 1963 1963 CD work_geqtmszy6nhkdfeupzkzylbkse 149 14 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 149 15 1994 1994 CD work_geqtmszy6nhkdfeupzkzylbkse 149 16 , , , work_geqtmszy6nhkdfeupzkzylbkse 149 17 Journal Journal NNP work_geqtmszy6nhkdfeupzkzylbkse 149 18 of of IN work_geqtmszy6nhkdfeupzkzylbkse 149 19 Cultural Cultural NNP work_geqtmszy6nhkdfeupzkzylbkse 149 20 Economics Economics NNP work_geqtmszy6nhkdfeupzkzylbkse 149 21 , , , work_geqtmszy6nhkdfeupzkzylbkse 149 22 21 21 CD work_geqtmszy6nhkdfeupzkzylbkse 149 23 , , , work_geqtmszy6nhkdfeupzkzylbkse 149 24 229 229 CD work_geqtmszy6nhkdfeupzkzylbkse 149 25 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 149 26 247 247 CD work_geqtmszy6nhkdfeupzkzylbkse 149 27 . . . work_geqtmszy6nhkdfeupzkzylbkse 150 1 Deaton Deaton NNP work_geqtmszy6nhkdfeupzkzylbkse 150 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 150 3 A. a. NN work_geqtmszy6nhkdfeupzkzylbkse 151 1 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 151 2 1997 1997 CD work_geqtmszy6nhkdfeupzkzylbkse 151 3 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 151 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 151 5 The the DT work_geqtmszy6nhkdfeupzkzylbkse 151 6 Analysis Analysis NNP work_geqtmszy6nhkdfeupzkzylbkse 151 7 of of IN work_geqtmszy6nhkdfeupzkzylbkse 151 8 Household Household NNP work_geqtmszy6nhkdfeupzkzylbkse 151 9 Survey Survey NNP work_geqtmszy6nhkdfeupzkzylbkse 151 10 , , , work_geqtmszy6nhkdfeupzkzylbkse 151 11 Baltimore Baltimore NNP work_geqtmszy6nhkdfeupzkzylbkse 151 12 , , , work_geqtmszy6nhkdfeupzkzylbkse 151 13 MD MD NNP work_geqtmszy6nhkdfeupzkzylbkse 151 14 , , , work_geqtmszy6nhkdfeupzkzylbkse 151 15 Johns Johns NNP work_geqtmszy6nhkdfeupzkzylbkse 151 16 Hopkins Hopkins NNP work_geqtmszy6nhkdfeupzkzylbkse 151 17 University University NNP work_geqtmszy6nhkdfeupzkzylbkse 151 18 Press Press NNP work_geqtmszy6nhkdfeupzkzylbkse 151 19 . . . work_geqtmszy6nhkdfeupzkzylbkse 152 1 Ginsburgh Ginsburgh NNP work_geqtmszy6nhkdfeupzkzylbkse 152 2 V.A. V.A. NNP work_geqtmszy6nhkdfeupzkzylbkse 152 3 , , , work_geqtmszy6nhkdfeupzkzylbkse 152 4 Mei Mei NNP work_geqtmszy6nhkdfeupzkzylbkse 152 5 , , , work_geqtmszy6nhkdfeupzkzylbkse 152 6 J. J. NNP work_geqtmszy6nhkdfeupzkzylbkse 152 7 , , , work_geqtmszy6nhkdfeupzkzylbkse 152 8 Moses Moses NNP work_geqtmszy6nhkdfeupzkzylbkse 152 9 , , , work_geqtmszy6nhkdfeupzkzylbkse 152 10 M. M. NNP work_geqtmszy6nhkdfeupzkzylbkse 152 11 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 152 12 2006 2006 CD work_geqtmszy6nhkdfeupzkzylbkse 152 13 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 152 14 , , , work_geqtmszy6nhkdfeupzkzylbkse 152 15 The the DT work_geqtmszy6nhkdfeupzkzylbkse 152 16 computation computation NN work_geqtmszy6nhkdfeupzkzylbkse 152 17 of of IN work_geqtmszy6nhkdfeupzkzylbkse 152 18 price price NN work_geqtmszy6nhkdfeupzkzylbkse 152 19 indices index NNS work_geqtmszy6nhkdfeupzkzylbkse 152 20 , , , work_geqtmszy6nhkdfeupzkzylbkse 152 21 in in IN work_geqtmszy6nhkdfeupzkzylbkse 152 22 Ginsburgh Ginsburgh NNP work_geqtmszy6nhkdfeupzkzylbkse 152 23 , , , work_geqtmszy6nhkdfeupzkzylbkse 152 24 V.A. V.A. NNP work_geqtmszy6nhkdfeupzkzylbkse 152 25 , , , work_geqtmszy6nhkdfeupzkzylbkse 152 26 Throsby Throsby NNP work_geqtmszy6nhkdfeupzkzylbkse 152 27 , , , work_geqtmszy6nhkdfeupzkzylbkse 152 28 D. D. NNP work_geqtmszy6nhkdfeupzkzylbkse 153 1 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 153 2 eds eds PRP$ work_geqtmszy6nhkdfeupzkzylbkse 153 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 154 1 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 154 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 154 3 Handbook Handbook NNP work_geqtmszy6nhkdfeupzkzylbkse 154 4 of of IN work_geqtmszy6nhkdfeupzkzylbkse 154 5 the the DT work_geqtmszy6nhkdfeupzkzylbkse 154 6 Art Art NNP work_geqtmszy6nhkdfeupzkzylbkse 154 7 and and CC work_geqtmszy6nhkdfeupzkzylbkse 154 8 Culture Culture NNP work_geqtmszy6nhkdfeupzkzylbkse 154 9 , , , work_geqtmszy6nhkdfeupzkzylbkse 154 10 North North NNP work_geqtmszy6nhkdfeupzkzylbkse 154 11 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 154 12 Holland Holland NNP work_geqtmszy6nhkdfeupzkzylbkse 154 13 . . . work_geqtmszy6nhkdfeupzkzylbkse 155 1 Locatelli Locatelli NNP work_geqtmszy6nhkdfeupzkzylbkse 155 2 Biey Biey NNP work_geqtmszy6nhkdfeupzkzylbkse 155 3 , , , work_geqtmszy6nhkdfeupzkzylbkse 155 4 M. M. NNP work_geqtmszy6nhkdfeupzkzylbkse 155 5 , , , work_geqtmszy6nhkdfeupzkzylbkse 155 6 Zanola Zanola NNP work_geqtmszy6nhkdfeupzkzylbkse 155 7 , , , work_geqtmszy6nhkdfeupzkzylbkse 155 8 R. R. NNP work_geqtmszy6nhkdfeupzkzylbkse 155 9 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 155 10 2005 2005 CD work_geqtmszy6nhkdfeupzkzylbkse 155 11 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 155 12 , , , work_geqtmszy6nhkdfeupzkzylbkse 155 13 The the DT work_geqtmszy6nhkdfeupzkzylbkse 155 14 Market Market NNP work_geqtmszy6nhkdfeupzkzylbkse 155 15 for for IN work_geqtmszy6nhkdfeupzkzylbkse 155 16 Picasso Picasso NNP work_geqtmszy6nhkdfeupzkzylbkse 155 17 Prints Prints NNPS work_geqtmszy6nhkdfeupzkzylbkse 155 18 : : : work_geqtmszy6nhkdfeupzkzylbkse 155 19 A a DT work_geqtmszy6nhkdfeupzkzylbkse 155 20 Hybrid Hybrid NNP work_geqtmszy6nhkdfeupzkzylbkse 155 21 Model Model NNP work_geqtmszy6nhkdfeupzkzylbkse 155 22 Approach Approach NNP work_geqtmszy6nhkdfeupzkzylbkse 155 23 , , , work_geqtmszy6nhkdfeupzkzylbkse 155 24 Journal Journal NNP work_geqtmszy6nhkdfeupzkzylbkse 155 25 of of IN work_geqtmszy6nhkdfeupzkzylbkse 155 26 Cultural Cultural NNP work_geqtmszy6nhkdfeupzkzylbkse 155 27 Economics Economics NNP work_geqtmszy6nhkdfeupzkzylbkse 155 28 , , , work_geqtmszy6nhkdfeupzkzylbkse 155 29 29(2 29(2 CD work_geqtmszy6nhkdfeupzkzylbkse 155 30 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 155 31 , , , work_geqtmszy6nhkdfeupzkzylbkse 155 32 127 127 CD work_geqtmszy6nhkdfeupzkzylbkse 155 33 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 155 34 136 136 CD work_geqtmszy6nhkdfeupzkzylbkse 155 35 . . . work_geqtmszy6nhkdfeupzkzylbkse 156 1 Koenker Koenker NNP work_geqtmszy6nhkdfeupzkzylbkse 156 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 157 1 R.W. R.W. NNP work_geqtmszy6nhkdfeupzkzylbkse 157 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 157 3 Bassett Bassett NNP work_geqtmszy6nhkdfeupzkzylbkse 157 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 157 5 G.W. G.W. NNP work_geqtmszy6nhkdfeupzkzylbkse 158 1 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 158 2 1978 1978 CD work_geqtmszy6nhkdfeupzkzylbkse 158 3 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 158 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 158 5 Regression Regression NNP work_geqtmszy6nhkdfeupzkzylbkse 158 6 Quantiles Quantiles NNP work_geqtmszy6nhkdfeupzkzylbkse 158 7 , , , work_geqtmszy6nhkdfeupzkzylbkse 158 8 Econometrica Econometrica NNP work_geqtmszy6nhkdfeupzkzylbkse 158 9 , , , work_geqtmszy6nhkdfeupzkzylbkse 158 10 46(1 46(1 NN work_geqtmszy6nhkdfeupzkzylbkse 158 11 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 158 12 , , , work_geqtmszy6nhkdfeupzkzylbkse 158 13 33 33 CD work_geqtmszy6nhkdfeupzkzylbkse 158 14 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 158 15 50 50 CD work_geqtmszy6nhkdfeupzkzylbkse 158 16 . . . work_geqtmszy6nhkdfeupzkzylbkse 159 1 Koenker Koenker NNP work_geqtmszy6nhkdfeupzkzylbkse 159 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 159 3 R.W. R.W. NNP work_geqtmszy6nhkdfeupzkzylbkse 159 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 159 5 Hallock Hallock NNP work_geqtmszy6nhkdfeupzkzylbkse 159 6 , , , work_geqtmszy6nhkdfeupzkzylbkse 159 7 K. K. NNP work_geqtmszy6nhkdfeupzkzylbkse 159 8 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 159 9 2001 2001 CD work_geqtmszy6nhkdfeupzkzylbkse 159 10 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 159 11 , , , work_geqtmszy6nhkdfeupzkzylbkse 159 12 Quantile Quantile NNP work_geqtmszy6nhkdfeupzkzylbkse 159 13 Regression Regression NNP work_geqtmszy6nhkdfeupzkzylbkse 159 14 : : : work_geqtmszy6nhkdfeupzkzylbkse 159 15 An an DT work_geqtmszy6nhkdfeupzkzylbkse 159 16 Introduction Introduction NNP work_geqtmszy6nhkdfeupzkzylbkse 159 17 , , , work_geqtmszy6nhkdfeupzkzylbkse 159 18 Journal Journal NNP work_geqtmszy6nhkdfeupzkzylbkse 159 19 of of IN work_geqtmszy6nhkdfeupzkzylbkse 159 20 Economic Economic NNP work_geqtmszy6nhkdfeupzkzylbkse 159 21 Perspectives Perspectives NNPS work_geqtmszy6nhkdfeupzkzylbkse 159 22 , , , work_geqtmszy6nhkdfeupzkzylbkse 159 23 15(4 15(4 CD work_geqtmszy6nhkdfeupzkzylbkse 159 24 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 159 25 , , , work_geqtmszy6nhkdfeupzkzylbkse 159 26 143 143 CD work_geqtmszy6nhkdfeupzkzylbkse 159 27 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 159 28 156 156 CD work_geqtmszy6nhkdfeupzkzylbkse 159 29 . . . work_geqtmszy6nhkdfeupzkzylbkse 160 1 Malpezzi Malpezzi NNP work_geqtmszy6nhkdfeupzkzylbkse 160 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 160 3 S. S. NNP work_geqtmszy6nhkdfeupzkzylbkse 160 4 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 160 5 2003 2003 CD work_geqtmszy6nhkdfeupzkzylbkse 160 6 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 160 7 , , , work_geqtmszy6nhkdfeupzkzylbkse 160 8 Hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 160 9 pricing pricing NN work_geqtmszy6nhkdfeupzkzylbkse 160 10 models model NNS work_geqtmszy6nhkdfeupzkzylbkse 160 11 : : : work_geqtmszy6nhkdfeupzkzylbkse 160 12 A a DT work_geqtmszy6nhkdfeupzkzylbkse 160 13 selective selective JJ work_geqtmszy6nhkdfeupzkzylbkse 160 14 and and CC work_geqtmszy6nhkdfeupzkzylbkse 160 15 applied applied JJ work_geqtmszy6nhkdfeupzkzylbkse 160 16 review review NN work_geqtmszy6nhkdfeupzkzylbkse 160 17 , , , work_geqtmszy6nhkdfeupzkzylbkse 160 18 In in IN work_geqtmszy6nhkdfeupzkzylbkse 160 19 Sullivan Sullivan NNP work_geqtmszy6nhkdfeupzkzylbkse 160 20 , , , work_geqtmszy6nhkdfeupzkzylbkse 160 21 T.O. T.O. NNP work_geqtmszy6nhkdfeupzkzylbkse 160 22 , , , work_geqtmszy6nhkdfeupzkzylbkse 160 23 Gibbs Gibbs NNP work_geqtmszy6nhkdfeupzkzylbkse 160 24 , , , work_geqtmszy6nhkdfeupzkzylbkse 160 25 K. K. NNP work_geqtmszy6nhkdfeupzkzylbkse 161 1 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 161 2 eds eds PRP$ work_geqtmszy6nhkdfeupzkzylbkse 161 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 162 1 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 162 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 162 3 Housing housing NN work_geqtmszy6nhkdfeupzkzylbkse 162 4 economics economic NNS work_geqtmszy6nhkdfeupzkzylbkse 162 5 and and CC work_geqtmszy6nhkdfeupzkzylbkse 162 6 public public JJ work_geqtmszy6nhkdfeupzkzylbkse 162 7 policy policy NN work_geqtmszy6nhkdfeupzkzylbkse 162 8 : : : work_geqtmszy6nhkdfeupzkzylbkse 162 9 Essay essay VB work_geqtmszy6nhkdfeupzkzylbkse 162 10 in in IN work_geqtmszy6nhkdfeupzkzylbkse 162 11 honour honour NN work_geqtmszy6nhkdfeupzkzylbkse 162 12 of of IN work_geqtmszy6nhkdfeupzkzylbkse 162 13 Duncan Duncan NNP work_geqtmszy6nhkdfeupzkzylbkse 162 14 Maclennan Maclennan NNP work_geqtmszy6nhkdfeupzkzylbkse 162 15 , , , work_geqtmszy6nhkdfeupzkzylbkse 162 16 Oxford Oxford NNP work_geqtmszy6nhkdfeupzkzylbkse 162 17 , , , work_geqtmszy6nhkdfeupzkzylbkse 162 18 Blackwell Blackwell NNP work_geqtmszy6nhkdfeupzkzylbkse 162 19 . . . work_geqtmszy6nhkdfeupzkzylbkse 163 1 Mei Mei NNP work_geqtmszy6nhkdfeupzkzylbkse 163 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 163 3 M M NNP work_geqtmszy6nhkdfeupzkzylbkse 163 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 163 5 , , , work_geqtmszy6nhkdfeupzkzylbkse 163 6 Moses Moses NNP work_geqtmszy6nhkdfeupzkzylbkse 163 7 , , , work_geqtmszy6nhkdfeupzkzylbkse 163 8 M. M. NNP work_geqtmszy6nhkdfeupzkzylbkse 163 9 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 163 10 2002 2002 CD work_geqtmszy6nhkdfeupzkzylbkse 163 11 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 163 12 , , , work_geqtmszy6nhkdfeupzkzylbkse 163 13 Art art NN work_geqtmszy6nhkdfeupzkzylbkse 163 14 as as IN work_geqtmszy6nhkdfeupzkzylbkse 163 15 an an DT work_geqtmszy6nhkdfeupzkzylbkse 163 16 Investment investment NN work_geqtmszy6nhkdfeupzkzylbkse 163 17 and and CC work_geqtmszy6nhkdfeupzkzylbkse 163 18 the the DT work_geqtmszy6nhkdfeupzkzylbkse 163 19 Underperformance Underperformance NNP work_geqtmszy6nhkdfeupzkzylbkse 163 20 of of IN work_geqtmszy6nhkdfeupzkzylbkse 163 21 Masterpieces Masterpieces NNPS work_geqtmszy6nhkdfeupzkzylbkse 163 22 , , , work_geqtmszy6nhkdfeupzkzylbkse 163 23 American American NNP work_geqtmszy6nhkdfeupzkzylbkse 163 24 Economic Economic NNP work_geqtmszy6nhkdfeupzkzylbkse 163 25 Review Review NNP work_geqtmszy6nhkdfeupzkzylbkse 163 26 , , , work_geqtmszy6nhkdfeupzkzylbkse 163 27 92 92 CD work_geqtmszy6nhkdfeupzkzylbkse 163 28 , , , work_geqtmszy6nhkdfeupzkzylbkse 163 29 1656 1656 CD work_geqtmszy6nhkdfeupzkzylbkse 163 30 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 163 31 1655 1655 CD work_geqtmszy6nhkdfeupzkzylbkse 163 32 Pesando Pesando NNP work_geqtmszy6nhkdfeupzkzylbkse 163 33 , , , work_geqtmszy6nhkdfeupzkzylbkse 163 34 J.E. J.E. NNP work_geqtmszy6nhkdfeupzkzylbkse 164 1 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 164 2 1993 1993 CD work_geqtmszy6nhkdfeupzkzylbkse 164 3 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 164 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 164 5 Art art NN work_geqtmszy6nhkdfeupzkzylbkse 164 6 as as IN work_geqtmszy6nhkdfeupzkzylbkse 164 7 Investment investment NN work_geqtmszy6nhkdfeupzkzylbkse 164 8 : : : work_geqtmszy6nhkdfeupzkzylbkse 164 9 The the DT work_geqtmszy6nhkdfeupzkzylbkse 164 10 Market Market NNP work_geqtmszy6nhkdfeupzkzylbkse 164 11 for for IN work_geqtmszy6nhkdfeupzkzylbkse 164 12 Modern Modern NNP work_geqtmszy6nhkdfeupzkzylbkse 164 13 Prints Prints NNPS work_geqtmszy6nhkdfeupzkzylbkse 164 14 , , , work_geqtmszy6nhkdfeupzkzylbkse 164 15 American American NNP work_geqtmszy6nhkdfeupzkzylbkse 164 16 Economic Economic NNP work_geqtmszy6nhkdfeupzkzylbkse 164 17 Review Review NNP work_geqtmszy6nhkdfeupzkzylbkse 164 18 , , , work_geqtmszy6nhkdfeupzkzylbkse 164 19 83 83 CD work_geqtmszy6nhkdfeupzkzylbkse 164 20 , , , work_geqtmszy6nhkdfeupzkzylbkse 164 21 1075 1075 CD work_geqtmszy6nhkdfeupzkzylbkse 164 22 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 164 23 89 89 CD work_geqtmszy6nhkdfeupzkzylbkse 164 24 . . . work_geqtmszy6nhkdfeupzkzylbkse 165 1 12 12 CD work_geqtmszy6nhkdfeupzkzylbkse 165 2 Zanola Zanola NNP work_geqtmszy6nhkdfeupzkzylbkse 165 3 , , , work_geqtmszy6nhkdfeupzkzylbkse 165 4 R. R. NNP work_geqtmszy6nhkdfeupzkzylbkse 165 5 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 165 6 2007 2007 CD work_geqtmszy6nhkdfeupzkzylbkse 165 7 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 165 8 , , , work_geqtmszy6nhkdfeupzkzylbkse 165 9 The the DT work_geqtmszy6nhkdfeupzkzylbkse 165 10 Dynamics Dynamics NNPS work_geqtmszy6nhkdfeupzkzylbkse 165 11 of of IN work_geqtmszy6nhkdfeupzkzylbkse 165 12 Art art NN work_geqtmszy6nhkdfeupzkzylbkse 165 13 Prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 165 14 : : : work_geqtmszy6nhkdfeupzkzylbkse 165 15 The the DT work_geqtmszy6nhkdfeupzkzylbkse 165 16 Selection Selection NNP work_geqtmszy6nhkdfeupzkzylbkse 165 17 Corrected Corrected NNP work_geqtmszy6nhkdfeupzkzylbkse 165 18 Repeat Repeat NNP work_geqtmszy6nhkdfeupzkzylbkse 165 19 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 165 20 Sales Sales NNP work_geqtmszy6nhkdfeupzkzylbkse 165 21 Index Index NNP work_geqtmszy6nhkdfeupzkzylbkse 165 22 , , , work_geqtmszy6nhkdfeupzkzylbkse 165 23 Working Working NNP work_geqtmszy6nhkdfeupzkzylbkse 165 24 Papers Papers NNP work_geqtmszy6nhkdfeupzkzylbkse 165 25 76 76 CD work_geqtmszy6nhkdfeupzkzylbkse 165 26 , , , work_geqtmszy6nhkdfeupzkzylbkse 165 27 Department Department NNP work_geqtmszy6nhkdfeupzkzylbkse 165 28 of of IN work_geqtmszy6nhkdfeupzkzylbkse 165 29 Public Public NNP work_geqtmszy6nhkdfeupzkzylbkse 165 30 Policy Policy NNP work_geqtmszy6nhkdfeupzkzylbkse 165 31 and and CC work_geqtmszy6nhkdfeupzkzylbkse 165 32 Public Public NNP work_geqtmszy6nhkdfeupzkzylbkse 165 33 Choice Choice NNP work_geqtmszy6nhkdfeupzkzylbkse 165 34 , , , work_geqtmszy6nhkdfeupzkzylbkse 165 35 University University NNP work_geqtmszy6nhkdfeupzkzylbkse 165 36 of of IN work_geqtmszy6nhkdfeupzkzylbkse 165 37 Eastern Eastern NNP work_geqtmszy6nhkdfeupzkzylbkse 165 38 Piedmont Piedmont NNP work_geqtmszy6nhkdfeupzkzylbkse 165 39 . . . work_geqtmszy6nhkdfeupzkzylbkse 166 1 Zietz Zietz NNP work_geqtmszy6nhkdfeupzkzylbkse 166 2 , , , work_geqtmszy6nhkdfeupzkzylbkse 166 3 J. J. NNP work_geqtmszy6nhkdfeupzkzylbkse 166 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 166 5 Zietz Zietz NNP work_geqtmszy6nhkdfeupzkzylbkse 166 6 , , , work_geqtmszy6nhkdfeupzkzylbkse 166 7 E.N. E.N. NNP work_geqtmszy6nhkdfeupzkzylbkse 166 8 , , , work_geqtmszy6nhkdfeupzkzylbkse 166 9 Sirmans Sirmans NNP work_geqtmszy6nhkdfeupzkzylbkse 166 10 , , , work_geqtmszy6nhkdfeupzkzylbkse 166 11 G.S. G.S. NNP work_geqtmszy6nhkdfeupzkzylbkse 167 1 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 167 2 2007 2007 CD work_geqtmszy6nhkdfeupzkzylbkse 167 3 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 167 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 167 5 Determinants Determinants NNPS work_geqtmszy6nhkdfeupzkzylbkse 167 6 of of IN work_geqtmszy6nhkdfeupzkzylbkse 167 7 House House NNP work_geqtmszy6nhkdfeupzkzylbkse 167 8 Prices Prices NNPS work_geqtmszy6nhkdfeupzkzylbkse 167 9 : : : work_geqtmszy6nhkdfeupzkzylbkse 167 10 A a DT work_geqtmszy6nhkdfeupzkzylbkse 167 11 Quantile Quantile NNP work_geqtmszy6nhkdfeupzkzylbkse 167 12 Regression Regression NNP work_geqtmszy6nhkdfeupzkzylbkse 167 13 Approach Approach NNP work_geqtmszy6nhkdfeupzkzylbkse 167 14 , , , work_geqtmszy6nhkdfeupzkzylbkse 167 15 Department Department NNP work_geqtmszy6nhkdfeupzkzylbkse 167 16 of of IN work_geqtmszy6nhkdfeupzkzylbkse 167 17 Economics Economics NNP work_geqtmszy6nhkdfeupzkzylbkse 167 18 and and CC work_geqtmszy6nhkdfeupzkzylbkse 167 19 Finance Finance NNP work_geqtmszy6nhkdfeupzkzylbkse 167 20 Working Working NNP work_geqtmszy6nhkdfeupzkzylbkse 167 21 Paper Paper NNP work_geqtmszy6nhkdfeupzkzylbkse 167 22 Series Series NNP work_geqtmszy6nhkdfeupzkzylbkse 167 23 , , , work_geqtmszy6nhkdfeupzkzylbkse 167 24 Middle Middle NNP work_geqtmszy6nhkdfeupzkzylbkse 167 25 Tennessee Tennessee NNP work_geqtmszy6nhkdfeupzkzylbkse 167 26 State State NNP work_geqtmszy6nhkdfeupzkzylbkse 167 27 University University NNP work_geqtmszy6nhkdfeupzkzylbkse 167 28 . . . work_geqtmszy6nhkdfeupzkzylbkse 168 1 13 13 CD work_geqtmszy6nhkdfeupzkzylbkse 168 2 Figure figure NN work_geqtmszy6nhkdfeupzkzylbkse 168 3 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 168 4 . . . work_geqtmszy6nhkdfeupzkzylbkse 169 1 Empirical empirical JJ work_geqtmszy6nhkdfeupzkzylbkse 169 2 distribution distribution NN work_geqtmszy6nhkdfeupzkzylbkse 169 3 function function NN work_geqtmszy6nhkdfeupzkzylbkse 169 4 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 169 5 EDF EDF NNP work_geqtmszy6nhkdfeupzkzylbkse 169 6 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 169 7 of of IN work_geqtmszy6nhkdfeupzkzylbkse 169 8 selling sell VBG work_geqtmszy6nhkdfeupzkzylbkse 169 9 prices price NNS work_geqtmszy6nhkdfeupzkzylbkse 169 10 15 15 CD work_geqtmszy6nhkdfeupzkzylbkse 169 11 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 169 12 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 169 13 . . . work_geqtmszy6nhkdfeupzkzylbkse 170 1 Summary summary NN work_geqtmszy6nhkdfeupzkzylbkse 170 2 statistics statistic NNS work_geqtmszy6nhkdfeupzkzylbkse 170 3 Percentile percentile VBP work_geqtmszy6nhkdfeupzkzylbkse 170 4 Full full JJ work_geqtmszy6nhkdfeupzkzylbkse 170 5 sample sample NN work_geqtmszy6nhkdfeupzkzylbkse 170 6 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 170 7 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 170 8 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 170 9 .20 .20 CD work_geqtmszy6nhkdfeupzkzylbkse 170 10 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 170 11 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 170 12 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 170 13 .40 .40 NFP work_geqtmszy6nhkdfeupzkzylbkse 170 14 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 170 15 3 3 CD work_geqtmszy6nhkdfeupzkzylbkse 170 16 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 170 17 .60 .60 NFP work_geqtmszy6nhkdfeupzkzylbkse 170 18 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 170 19 4 4 CD work_geqtmszy6nhkdfeupzkzylbkse 170 20 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 170 21 .80 .80 NFP work_geqtmszy6nhkdfeupzkzylbkse 170 22 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 170 23 5 5 CD work_geqtmszy6nhkdfeupzkzylbkse 170 24 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 170 25 .95 .95 CD work_geqtmszy6nhkdfeupzkzylbkse 170 26 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 170 27 6 6 CD work_geqtmszy6nhkdfeupzkzylbkse 170 28 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 170 29 Mean Mean NNP work_geqtmszy6nhkdfeupzkzylbkse 170 30 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 170 31 . . . work_geqtmszy6nhkdfeupzkzylbkse 171 1 Dev Dev NNP work_geqtmszy6nhkdfeupzkzylbkse 171 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 172 1 Mean Mean NNP work_geqtmszy6nhkdfeupzkzylbkse 172 2 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 172 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 173 1 Dev Dev NNP work_geqtmszy6nhkdfeupzkzylbkse 173 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 174 1 Mean Mean NNP work_geqtmszy6nhkdfeupzkzylbkse 174 2 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 174 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 175 1 Dev Dev NNP work_geqtmszy6nhkdfeupzkzylbkse 175 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 176 1 Mean Mean NNP work_geqtmszy6nhkdfeupzkzylbkse 176 2 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 176 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 177 1 Dev Dev NNP work_geqtmszy6nhkdfeupzkzylbkse 177 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 178 1 Mean Mean NNP work_geqtmszy6nhkdfeupzkzylbkse 178 2 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 178 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 179 1 Dev Dev NNP work_geqtmszy6nhkdfeupzkzylbkse 179 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 180 1 Mean Mean NNP work_geqtmszy6nhkdfeupzkzylbkse 180 2 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 180 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 181 1 Dev Dev NNP work_geqtmszy6nhkdfeupzkzylbkse 181 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 182 1 price price NN work_geqtmszy6nhkdfeupzkzylbkse 182 2 2,122,799 2,122,799 CD work_geqtmszy6nhkdfeupzkzylbkse 182 3 5,984,123 5,984,123 CD work_geqtmszy6nhkdfeupzkzylbkse 182 4 118,987 118,987 CD work_geqtmszy6nhkdfeupzkzylbkse 182 5 83,834.55 83,834.55 CD work_geqtmszy6nhkdfeupzkzylbkse 182 6 350,470 350,470 CD work_geqtmszy6nhkdfeupzkzylbkse 182 7 85,597.45 85,597.45 CD work_geqtmszy6nhkdfeupzkzylbkse 182 8 655,989.4 655,989.4 CD work_geqtmszy6nhkdfeupzkzylbkse 182 9 162,247.2 162,247.2 CD work_geqtmszy6nhkdfeupzkzylbkse 182 10 1,512,689 1,512,689 CD work_geqtmszy6nhkdfeupzkzylbkse 182 11 519,238.3 519,238.3 CD work_geqtmszy6nhkdfeupzkzylbkse 182 12 3,866,488 3,866,488 CD work_geqtmszy6nhkdfeupzkzylbkse 182 13 1,362,944 1,362,944 CD work_geqtmszy6nhkdfeupzkzylbkse 182 14 area area NN work_geqtmszy6nhkdfeupzkzylbkse 182 15 .5171 .5171 . work_geqtmszy6nhkdfeupzkzylbkse 182 16 .5275 .5275 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 17 .1586 .1586 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 18 .1757 .1757 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 19 .3285 .3285 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 20 .3117 .3117 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 21 .5032 .5032 . work_geqtmszy6nhkdfeupzkzylbkse 182 22 .4270 .4270 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 23 .6568 .6568 . work_geqtmszy6nhkdfeupzkzylbkse 182 24 .5577 .5577 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 25 .8371 .8371 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 26 .6087 .6087 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 27 area2 area2 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 28 .5452 .5452 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 29 1.1117 1.1117 CD work_geqtmszy6nhkdfeupzkzylbkse 182 30 .0558 .0558 . work_geqtmszy6nhkdfeupzkzylbkse 182 31 .1269 .1269 XX work_geqtmszy6nhkdfeupzkzylbkse 182 32 .2044 .2044 . work_geqtmszy6nhkdfeupzkzylbkse 182 33 .4772 .4772 . work_geqtmszy6nhkdfeupzkzylbkse 182 34 .4342 .4342 . work_geqtmszy6nhkdfeupzkzylbkse 182 35 .8275 .8275 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 36 .7402 .7402 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 37 1.2360 1.2360 CD work_geqtmszy6nhkdfeupzkzylbkse 182 38 1.0678 1.0678 CD work_geqtmszy6nhkdfeupzkzylbkse 182 39 1.4972 1.4972 CD work_geqtmszy6nhkdfeupzkzylbkse 182 40 style1 style1 NN work_geqtmszy6nhkdfeupzkzylbkse 182 41 .0564 .0564 . work_geqtmszy6nhkdfeupzkzylbkse 182 42 .2309 .2309 . work_geqtmszy6nhkdfeupzkzylbkse 182 43 .0611 .0611 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 44 .2404 .2404 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 45 .0282 .0282 . work_geqtmszy6nhkdfeupzkzylbkse 182 46 .1660 .1660 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 47 .0652 .0652 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 48 .2478 .2478 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 49 .0634 .0634 . work_geqtmszy6nhkdfeupzkzylbkse 182 50 .2445 .2445 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 51 .0588 .0588 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 52 .2364 .2364 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 53 style2 style2 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 54 .0184 .0184 . work_geqtmszy6nhkdfeupzkzylbkse 182 55 .1344 .1344 PRP work_geqtmszy6nhkdfeupzkzylbkse 182 56 0 0 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 57 0 0 CD work_geqtmszy6nhkdfeupzkzylbkse 182 58 .0211 .0211 . work_geqtmszy6nhkdfeupzkzylbkse 182 59 .1443 .1443 ADD work_geqtmszy6nhkdfeupzkzylbkse 182 60 .0072 .0072 FW work_geqtmszy6nhkdfeupzkzylbkse 182 61 .0851 .0851 . work_geqtmszy6nhkdfeupzkzylbkse 182 62 .0070 .0070 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 63 .0839 .0839 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 64 .0196 .0196 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 65 .1393 .1393 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 66 style3 style3 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 67 .0589 .0589 . work_geqtmszy6nhkdfeupzkzylbkse 182 68 .2356 .2356 . work_geqtmszy6nhkdfeupzkzylbkse 182 69 .0534 .0534 . work_geqtmszy6nhkdfeupzkzylbkse 182 70 .2258 .2258 . work_geqtmszy6nhkdfeupzkzylbkse 182 71 .0563 .0563 . work_geqtmszy6nhkdfeupzkzylbkse 182 72 .2314 .2314 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 73 .0580 .0580 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 74 .2345 .2345 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 75 .0493 .0493 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 76 .2172 .2172 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 77 .0980 .0980 . work_geqtmszy6nhkdfeupzkzylbkse 182 78 .2989 .2989 . work_geqtmszy6nhkdfeupzkzylbkse 182 79 style4 style4 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 80 .1055 .1055 . work_geqtmszy6nhkdfeupzkzylbkse 182 81 .3074 .3074 . work_geqtmszy6nhkdfeupzkzylbkse 182 82 .1221 .1221 . work_geqtmszy6nhkdfeupzkzylbkse 182 83 .3287 .3287 UH work_geqtmszy6nhkdfeupzkzylbkse 182 84 .1268 .1268 . work_geqtmszy6nhkdfeupzkzylbkse 182 85 .3339 .3339 . work_geqtmszy6nhkdfeupzkzylbkse 182 86 .0725 .0725 . work_geqtmszy6nhkdfeupzkzylbkse 182 87 .2602 .2602 . work_geqtmszy6nhkdfeupzkzylbkse 182 88 .1056 .1056 . work_geqtmszy6nhkdfeupzkzylbkse 182 89 .3084 .3084 UH work_geqtmszy6nhkdfeupzkzylbkse 182 90 .0392 .0392 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 91 .1951 .1951 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 92 style5 style5 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 93 .1043 .1043 . work_geqtmszy6nhkdfeupzkzylbkse 182 94 .3058 .3058 XX work_geqtmszy6nhkdfeupzkzylbkse 182 95 .0382 .0382 . work_geqtmszy6nhkdfeupzkzylbkse 182 96 .1923 .1923 . work_geqtmszy6nhkdfeupzkzylbkse 182 97 .0775 .0775 . work_geqtmszy6nhkdfeupzkzylbkse 182 98 .2683 .2683 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 99 .0870 .0870 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 100 .2830 .2830 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 101 .1056 .1056 . work_geqtmszy6nhkdfeupzkzylbkse 182 102 .3084 .3084 . work_geqtmszy6nhkdfeupzkzylbkse 182 103 .2157 .2157 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 104 .4133 .4133 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 105 style6 style6 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 106 .1595 .1595 . work_geqtmszy6nhkdfeupzkzylbkse 182 107 .3664 .3664 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 108 .2061 .2061 . work_geqtmszy6nhkdfeupzkzylbkse 182 109 .4061 .4061 . work_geqtmszy6nhkdfeupzkzylbkse 182 110 .0775 .0775 . work_geqtmszy6nhkdfeupzkzylbkse 182 111 .2683 .2683 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 112 .1014 .1014 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 113 .3030 .3030 . work_geqtmszy6nhkdfeupzkzylbkse 182 114 .1690 .1690 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 115 .3761 .3761 . work_geqtmszy6nhkdfeupzkzylbkse 182 116 .2255 .2255 XX work_geqtmszy6nhkdfeupzkzylbkse 182 117 .4200 .4200 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 118 style7 style7 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 119 .1472 .1472 . work_geqtmszy6nhkdfeupzkzylbkse 182 120 .3546 .3546 . work_geqtmszy6nhkdfeupzkzylbkse 182 121 .2137 .2137 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 122 .4115 .4115 . work_geqtmszy6nhkdfeupzkzylbkse 182 123 .1479 .1479 . work_geqtmszy6nhkdfeupzkzylbkse 182 124 .3562 .3562 . work_geqtmszy6nhkdfeupzkzylbkse 182 125 .1159 .1159 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 126 .3213 .3213 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 127 .1479 .1479 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 128 .3562 .3562 . work_geqtmszy6nhkdfeupzkzylbkse 182 129 .1372 .1372 . work_geqtmszy6nhkdfeupzkzylbkse 182 130 .3458 .3458 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 131 style8 style8 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 132 .3497 .3497 . work_geqtmszy6nhkdfeupzkzylbkse 182 133 .4772 .4772 . work_geqtmszy6nhkdfeupzkzylbkse 182 134 .3053 .3053 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 135 .4623 .4623 UH work_geqtmszy6nhkdfeupzkzylbkse 182 136 .4648 .4648 . work_geqtmszy6nhkdfeupzkzylbkse 182 137 .5005 .5005 . work_geqtmszy6nhkdfeupzkzylbkse 182 138 .4927 .4927 . work_geqtmszy6nhkdfeupzkzylbkse 182 139 .5018 .5018 . work_geqtmszy6nhkdfeupzkzylbkse 182 140 .3521 .3521 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 141 .4793 .4793 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 142 .2059 .2059 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 143 .4063 .4063 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 144 canvas canvas NNP work_geqtmszy6nhkdfeupzkzylbkse 182 145 .7251 .7251 . work_geqtmszy6nhkdfeupzkzylbkse 182 146 .4467 .4467 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 147 .4685 .4685 . work_geqtmszy6nhkdfeupzkzylbkse 182 148 .5008 .5008 . work_geqtmszy6nhkdfeupzkzylbkse 182 149 .7343 .7343 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 150 .4433 .4433 XX work_geqtmszy6nhkdfeupzkzylbkse 182 151 .7552 .7552 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 152 .4314 .4314 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 153 .8042 .8042 . work_geqtmszy6nhkdfeupzkzylbkse 182 154 .3982 .3982 . work_geqtmszy6nhkdfeupzkzylbkse 182 155 .8518 .8518 . work_geqtmszy6nhkdfeupzkzylbkse 182 156 .3569 .3569 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 157 panel panel NNP work_geqtmszy6nhkdfeupzkzylbkse 182 158 .0580 .0580 . work_geqtmszy6nhkdfeupzkzylbkse 182 159 .2340 .2340 . work_geqtmszy6nhkdfeupzkzylbkse 182 160 .0699 .0699 . work_geqtmszy6nhkdfeupzkzylbkse 182 161 .2559 .2559 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 162 .0559 .0559 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 163 .2306 .2306 UH work_geqtmszy6nhkdfeupzkzylbkse 182 164 .0909 .0909 . work_geqtmszy6nhkdfeupzkzylbkse 182 165 .2885 .2885 . work_geqtmszy6nhkdfeupzkzylbkse 182 166 .0629 .0629 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 167 .2437 .2437 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 168 .0370 .0370 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 169 .1897 .1897 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 170 mixed mixed JJ work_geqtmszy6nhkdfeupzkzylbkse 182 171 .0557 .0557 . work_geqtmszy6nhkdfeupzkzylbkse 182 172 .2294 .2294 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 173 .1608 .1608 . work_geqtmszy6nhkdfeupzkzylbkse 182 174 .3687 .3687 . work_geqtmszy6nhkdfeupzkzylbkse 182 175 .0350 .0350 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 176 .1843 .1843 . work_geqtmszy6nhkdfeupzkzylbkse 182 177 .0070 .0070 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 178 .0836 .0836 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 179 .0210 .0210 . work_geqtmszy6nhkdfeupzkzylbkse 182 180 .1438 .1438 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 181 .0370 .0370 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 182 .1897 .1897 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 183 other_tech other_tech NNP work_geqtmszy6nhkdfeupzkzylbkse 182 184 .1896 .1896 . work_geqtmszy6nhkdfeupzkzylbkse 182 185 .3922 .3922 . work_geqtmszy6nhkdfeupzkzylbkse 182 186 .4056 .4056 . work_geqtmszy6nhkdfeupzkzylbkse 182 187 .4927 .4927 . work_geqtmszy6nhkdfeupzkzylbkse 182 188 .1748 .1748 . work_geqtmszy6nhkdfeupzkzylbkse 182 189 .3811 .3811 . work_geqtmszy6nhkdfeupzkzylbkse 182 190 .1468 .1468 UH work_geqtmszy6nhkdfeupzkzylbkse 182 191 .3552 .3552 . work_geqtmszy6nhkdfeupzkzylbkse 182 192 .1119 .1119 . work_geqtmszy6nhkdfeupzkzylbkse 182 193 .3163 .3163 . work_geqtmszy6nhkdfeupzkzylbkse 182 194 .0833 .0833 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 195 .2777 .2777 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 196 chrilon chrilon NNP work_geqtmszy6nhkdfeupzkzylbkse 182 197 .1505 .1505 . work_geqtmszy6nhkdfeupzkzylbkse 182 198 .3578 .3578 . work_geqtmszy6nhkdfeupzkzylbkse 182 199 .1608 .1608 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 200 .3687 .3687 . work_geqtmszy6nhkdfeupzkzylbkse 182 201 .1259 .1259 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 202 .3329 .3329 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 203 .1888 .1888 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 204 .3927 .3927 . work_geqtmszy6nhkdfeupzkzylbkse 182 205 .1888 .1888 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 206 .3927 .3927 . work_geqtmszy6nhkdfeupzkzylbkse 182 207 .1204 .1204 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 208 .3269 .3269 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 209 chriny chriny NNP work_geqtmszy6nhkdfeupzkzylbkse 182 210 .2666 .2666 . work_geqtmszy6nhkdfeupzkzylbkse 182 211 .4424 .4424 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 212 .2517 .2517 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 213 .4355 .4355 . work_geqtmszy6nhkdfeupzkzylbkse 182 214 .2657 .2657 . work_geqtmszy6nhkdfeupzkzylbkse 182 215 .4433 .4433 . work_geqtmszy6nhkdfeupzkzylbkse 182 216 .2587 .2587 ADD work_geqtmszy6nhkdfeupzkzylbkse 182 217 .4395 .4395 . work_geqtmszy6nhkdfeupzkzylbkse 182 218 .2797 .2797 UH work_geqtmszy6nhkdfeupzkzylbkse 182 219 .4504 .4504 . work_geqtmszy6nhkdfeupzkzylbkse 182 220 .2222 .2222 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 221 .4177 .4177 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 222 sothlon sothlon NNP work_geqtmszy6nhkdfeupzkzylbkse 182 223 .1458 .1458 . work_geqtmszy6nhkdfeupzkzylbkse 182 224 .3530 .3530 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 225 .1259 .1259 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 226 .3329 .3329 . work_geqtmszy6nhkdfeupzkzylbkse 182 227 .1888 .1888 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 228 .3927 .3927 . work_geqtmszy6nhkdfeupzkzylbkse 182 229 .1538 .1538 . work_geqtmszy6nhkdfeupzkzylbkse 182 230 .3621 .3621 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 231 .1468 .1468 . work_geqtmszy6nhkdfeupzkzylbkse 182 232 .3552 .3552 . work_geqtmszy6nhkdfeupzkzylbkse 182 233 .1481 .1481 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 234 .3569 .3569 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 235 sothny sothny NNP work_geqtmszy6nhkdfeupzkzylbkse 182 236 .2868 .2868 . work_geqtmszy6nhkdfeupzkzylbkse 182 237 .4525 .4525 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 238 .1888 .1888 . work_geqtmszy6nhkdfeupzkzylbkse 182 239 .3927 .3927 XX work_geqtmszy6nhkdfeupzkzylbkse 182 240 .2937 .2937 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 241 .4571 .4571 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 242 .2517 .2517 . work_geqtmszy6nhkdfeupzkzylbkse 182 243 .4355 .4355 . work_geqtmszy6nhkdfeupzkzylbkse 182 244 .2867 .2867 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 245 .4538 .4538 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 246 .4259 .4259 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 247 .4968 .4968 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 248 othauc othauc NNP work_geqtmszy6nhkdfeupzkzylbkse 182 249 .1256 .1256 . work_geqtmszy6nhkdfeupzkzylbkse 182 250 .3316 .3316 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 251 .2587 .2587 NNP work_geqtmszy6nhkdfeupzkzylbkse 182 252 .4395 .4395 . work_geqtmszy6nhkdfeupzkzylbkse 182 253 .1259 .1259 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 254 .3329 .3329 . work_geqtmszy6nhkdfeupzkzylbkse 182 255 .1468 .1468 . work_geqtmszy6nhkdfeupzkzylbkse 182 256 .3552 .3552 . work_geqtmszy6nhkdfeupzkzylbkse 182 257 .0979 .0979 XX work_geqtmszy6nhkdfeupzkzylbkse 182 258 .2982 .2982 . work_geqtmszy6nhkdfeupzkzylbkse 182 259 .0833 .0833 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 260 .2777 .2777 NFP work_geqtmszy6nhkdfeupzkzylbkse 182 261 16 16 CD work_geqtmszy6nhkdfeupzkzylbkse 182 262 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 182 263 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 182 264 . . . work_geqtmszy6nhkdfeupzkzylbkse 183 1 Summary summary NN work_geqtmszy6nhkdfeupzkzylbkse 183 2 statistics statistic NNS work_geqtmszy6nhkdfeupzkzylbkse 183 3 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 183 4 contd contd NN work_geqtmszy6nhkdfeupzkzylbkse 183 5 . . . work_geqtmszy6nhkdfeupzkzylbkse 183 6 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 184 1 Percentile percentile VB work_geqtmszy6nhkdfeupzkzylbkse 184 2 Full full JJ work_geqtmszy6nhkdfeupzkzylbkse 184 3 sample sample NN work_geqtmszy6nhkdfeupzkzylbkse 184 4 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 184 5 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 184 6 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 184 7 .20 .20 CD work_geqtmszy6nhkdfeupzkzylbkse 184 8 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 184 9 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 184 10 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 184 11 .40 .40 NFP work_geqtmszy6nhkdfeupzkzylbkse 184 12 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 184 13 3 3 CD work_geqtmszy6nhkdfeupzkzylbkse 184 14 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 184 15 .60 .60 NFP work_geqtmszy6nhkdfeupzkzylbkse 184 16 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 184 17 4 4 CD work_geqtmszy6nhkdfeupzkzylbkse 184 18 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 184 19 .80 .80 NFP work_geqtmszy6nhkdfeupzkzylbkse 184 20 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 184 21 5 5 CD work_geqtmszy6nhkdfeupzkzylbkse 184 22 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 184 23 .95 .95 CD work_geqtmszy6nhkdfeupzkzylbkse 184 24 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 184 25 6 6 CD work_geqtmszy6nhkdfeupzkzylbkse 184 26 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 184 27 Mean Mean NNP work_geqtmszy6nhkdfeupzkzylbkse 184 28 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 184 29 . . . work_geqtmszy6nhkdfeupzkzylbkse 185 1 Dev Dev NNP work_geqtmszy6nhkdfeupzkzylbkse 185 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 186 1 Mean Mean NNP work_geqtmszy6nhkdfeupzkzylbkse 186 2 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 186 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 187 1 Dev Dev NNP work_geqtmszy6nhkdfeupzkzylbkse 187 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 188 1 Mean Mean NNP work_geqtmszy6nhkdfeupzkzylbkse 188 2 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 188 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 189 1 Dev Dev NNP work_geqtmszy6nhkdfeupzkzylbkse 189 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 190 1 Mean Mean NNP work_geqtmszy6nhkdfeupzkzylbkse 190 2 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 190 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 191 1 Dev Dev NNP work_geqtmszy6nhkdfeupzkzylbkse 191 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 192 1 Mean Mean NNP work_geqtmszy6nhkdfeupzkzylbkse 192 2 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 192 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 193 1 Dev Dev NNP work_geqtmszy6nhkdfeupzkzylbkse 193 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 194 1 Mean Mean NNP work_geqtmszy6nhkdfeupzkzylbkse 194 2 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 194 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 195 1 Dev Dev NNP work_geqtmszy6nhkdfeupzkzylbkse 195 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 196 1 d88 d88 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 2 .0140 .0140 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 3 .1174 .1174 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 4 0 0 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 5 0 0 CD work_geqtmszy6nhkdfeupzkzylbkse 196 6 .0140 .0140 NNS work_geqtmszy6nhkdfeupzkzylbkse 196 7 .1178 .1178 . work_geqtmszy6nhkdfeupzkzylbkse 196 8 .0070 .0070 . work_geqtmszy6nhkdfeupzkzylbkse 196 9 .0836 .0836 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 10 .0140 .0140 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 11 .1178 .1178 . work_geqtmszy6nhkdfeupzkzylbkse 196 12 .0278 .0278 . work_geqtmszy6nhkdfeupzkzylbkse 196 13 .1651 .1651 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 14 d89 d89 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 15 .0475 .0475 . work_geqtmszy6nhkdfeupzkzylbkse 196 16 .2128 .2128 . work_geqtmszy6nhkdfeupzkzylbkse 196 17 .0070 .0070 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 18 .0836 .0836 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 19 .0140 .0140 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 20 .1178 .1178 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 21 .0350 .0350 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 22 .0836 .0836 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 23 .0769 .0769 . work_geqtmszy6nhkdfeupzkzylbkse 196 24 .2674 .2674 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 25 .0741 .0741 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 26 .2631 .2631 . work_geqtmszy6nhkdfeupzkzylbkse 196 27 d90 d90 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 28 .0670 .0670 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 29 .2503 .2503 XX work_geqtmszy6nhkdfeupzkzylbkse 196 30 .0140 .0140 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 31 .1178 .1178 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 32 .0350 .0350 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 33 .1843 .1843 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 34 .0559 .0559 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 35 .2306 .2306 UH work_geqtmszy6nhkdfeupzkzylbkse 196 36 .0909 .0909 . work_geqtmszy6nhkdfeupzkzylbkse 196 37 .2885 .2885 . work_geqtmszy6nhkdfeupzkzylbkse 196 38 .1759 .1759 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 39 .3825 .3825 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 40 d91 d91 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 41 .0182 .0182 . work_geqtmszy6nhkdfeupzkzylbkse 196 42 .1336 .1336 XX work_geqtmszy6nhkdfeupzkzylbkse 196 43 .0140 .0140 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 44 .1178 .1178 . work_geqtmszy6nhkdfeupzkzylbkse 196 45 .0140 .0140 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 46 .1178 .1178 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 47 .0420 .0420 . work_geqtmszy6nhkdfeupzkzylbkse 196 48 .2012 .2012 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 49 .0210 .0210 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 50 .1438 .1438 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 51 0 0 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 52 0 0 CD work_geqtmszy6nhkdfeupzkzylbkse 196 53 d92 d92 CD work_geqtmszy6nhkdfeupzkzylbkse 196 54 .0335 .0335 NN work_geqtmszy6nhkdfeupzkzylbkse 196 55 .1801 .1801 . work_geqtmszy6nhkdfeupzkzylbkse 196 56 .0489 .0489 . work_geqtmszy6nhkdfeupzkzylbkse 196 57 .2165 .2165 . work_geqtmszy6nhkdfeupzkzylbkse 196 58 .0559 .0559 . work_geqtmszy6nhkdfeupzkzylbkse 196 59 .2306 .2306 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 60 .0210 .0210 . work_geqtmszy6nhkdfeupzkzylbkse 196 61 .1438 .1438 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 62 .0280 .0280 . work_geqtmszy6nhkdfeupzkzylbkse 196 63 .1655 .1655 . work_geqtmszy6nhkdfeupzkzylbkse 196 64 .0185 .0185 . work_geqtmszy6nhkdfeupzkzylbkse 196 65 .1354 .1354 . work_geqtmszy6nhkdfeupzkzylbkse 196 66 d93 d93 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 67 .0517 .0517 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 68 .2215 .2215 . work_geqtmszy6nhkdfeupzkzylbkse 196 69 .0559 .0559 . work_geqtmszy6nhkdfeupzkzylbkse 196 70 .2306 .2306 UH work_geqtmszy6nhkdfeupzkzylbkse 196 71 .1119 .1119 . work_geqtmszy6nhkdfeupzkzylbkse 196 72 .3163 .3163 . work_geqtmszy6nhkdfeupzkzylbkse 196 73 .0489 .0489 . work_geqtmszy6nhkdfeupzkzylbkse 196 74 .2165 .2165 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 75 .0350 .0350 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 76 .1843 .1843 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 77 .0092 .0092 . work_geqtmszy6nhkdfeupzkzylbkse 196 78 .0962 .0962 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 79 d94 d94 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 80 .0461 .0461 . work_geqtmszy6nhkdfeupzkzylbkse 196 81 .2098 .2098 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 82 .0699 .0699 . work_geqtmszy6nhkdfeupzkzylbkse 196 83 .2559 .2559 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 84 .0559 .0559 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 85 .2306 .2306 UH work_geqtmszy6nhkdfeupzkzylbkse 196 86 .0699 .0699 . work_geqtmszy6nhkdfeupzkzylbkse 196 87 .2559 .2559 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 88 .0070 .0070 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 89 .0836 .0836 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 90 .0370 .0370 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 91 .1897 .1897 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 92 d95 d95 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 93 .0642 .0642 . work_geqtmszy6nhkdfeupzkzylbkse 196 94 .2454 .2454 . work_geqtmszy6nhkdfeupzkzylbkse 196 95 .0769 .0769 . work_geqtmszy6nhkdfeupzkzylbkse 196 96 .2674 .2674 . work_geqtmszy6nhkdfeupzkzylbkse 196 97 .0420 .0420 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 98 .2012 .2012 . work_geqtmszy6nhkdfeupzkzylbkse 196 99 .0839 .0839 . work_geqtmszy6nhkdfeupzkzylbkse 196 100 .2782 .2782 XX work_geqtmszy6nhkdfeupzkzylbkse 196 101 .0559 .0559 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 102 .2306 .2306 UH work_geqtmszy6nhkdfeupzkzylbkse 196 103 .0556 .0556 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 104 .2301 .2301 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 105 d96 d96 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 106 .0517 .0517 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 107 .2215 .2215 . work_geqtmszy6nhkdfeupzkzylbkse 196 108 .0769 .0769 . work_geqtmszy6nhkdfeupzkzylbkse 196 109 .2674 .2674 . work_geqtmszy6nhkdfeupzkzylbkse 196 110 .0839 .0839 . work_geqtmszy6nhkdfeupzkzylbkse 196 111 .2782 .2782 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 112 .0420 .0420 XX work_geqtmszy6nhkdfeupzkzylbkse 196 113 .2012 .2012 . work_geqtmszy6nhkdfeupzkzylbkse 196 114 .0350 .0350 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 115 .1843 .1843 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 116 .0185 .0185 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 117 .1354 .1354 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 118 d97 d97 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 119 .0768 .0768 . work_geqtmszy6nhkdfeupzkzylbkse 196 120 .2665 .2665 . work_geqtmszy6nhkdfeupzkzylbkse 196 121 .0839 .0839 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 122 .2782 .2782 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 123 .0629 .0629 . work_geqtmszy6nhkdfeupzkzylbkse 196 124 .2437 .2437 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 125 .0559 .0559 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 126 .2306 .2306 UH work_geqtmszy6nhkdfeupzkzylbkse 196 127 .0839 .0839 . work_geqtmszy6nhkdfeupzkzylbkse 196 128 .2782 .2782 XX work_geqtmszy6nhkdfeupzkzylbkse 196 129 .0926 .0926 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 130 .2912 .2912 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 131 d98 d98 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 132 .1271 .1271 . work_geqtmszy6nhkdfeupzkzylbkse 196 133 .3333 .3333 . work_geqtmszy6nhkdfeupzkzylbkse 196 134 .0489 .0489 . work_geqtmszy6nhkdfeupzkzylbkse 196 135 .2165 .2165 . work_geqtmszy6nhkdfeupzkzylbkse 196 136 .0839 .0839 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 137 .2782 .2782 XX work_geqtmszy6nhkdfeupzkzylbkse 196 138 .0909 .0909 . work_geqtmszy6nhkdfeupzkzylbkse 196 139 .2885 .2885 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 140 .1119 .1119 . work_geqtmszy6nhkdfeupzkzylbkse 196 141 .3163 .3163 . work_geqtmszy6nhkdfeupzkzylbkse 196 142 .0741 .0741 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 143 .2631 .2631 . work_geqtmszy6nhkdfeupzkzylbkse 196 144 d99 d99 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 145 .0824 .0824 . work_geqtmszy6nhkdfeupzkzylbkse 196 146 .2752 .2752 . work_geqtmszy6nhkdfeupzkzylbkse 196 147 .2867 .2867 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 148 .4538 .4538 UH work_geqtmszy6nhkdfeupzkzylbkse 196 149 .1049 .1049 . work_geqtmszy6nhkdfeupzkzylbkse 196 150 .3075 .3075 . work_geqtmszy6nhkdfeupzkzylbkse 196 151 .1049 .1049 . work_geqtmszy6nhkdfeupzkzylbkse 196 152 .3075 .3075 . work_geqtmszy6nhkdfeupzkzylbkse 196 153 .0699 .0699 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 154 .2559 .2559 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 155 .0833 .0833 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 156 .2777 .2777 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 157 d00 d00 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 158 .0475 .0475 . work_geqtmszy6nhkdfeupzkzylbkse 196 159 .2128 .2128 . work_geqtmszy6nhkdfeupzkzylbkse 196 160 .0280 .0280 . work_geqtmszy6nhkdfeupzkzylbkse 196 161 .1655 .1655 . work_geqtmszy6nhkdfeupzkzylbkse 196 162 .0420 .0420 . work_geqtmszy6nhkdfeupzkzylbkse 196 163 .2012 .2012 . work_geqtmszy6nhkdfeupzkzylbkse 196 164 .0559 .0559 . work_geqtmszy6nhkdfeupzkzylbkse 196 165 .2306 .2306 UH work_geqtmszy6nhkdfeupzkzylbkse 196 166 .0280 .0280 . work_geqtmszy6nhkdfeupzkzylbkse 196 167 .1655 .1655 . work_geqtmszy6nhkdfeupzkzylbkse 196 168 .0833 .0833 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 169 .2777 .2777 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 170 d01 d01 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 171 .0503 .0503 . work_geqtmszy6nhkdfeupzkzylbkse 196 172 .2187 .2187 . work_geqtmszy6nhkdfeupzkzylbkse 196 173 .0350 .0350 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 174 .1843 .1843 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 175 .0699 .0699 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 176 .2559 .2559 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 177 .0489 .0489 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 178 .2165 .2165 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 179 .0699 .0699 . work_geqtmszy6nhkdfeupzkzylbkse 196 180 .2559 .2559 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 181 .0370 .0370 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 182 .1897 .1897 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 183 d02 d02 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 184 .0531 .0531 . work_geqtmszy6nhkdfeupzkzylbkse 196 185 .2243 .2243 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 186 .0629 .0629 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 187 .2437 .2437 . work_geqtmszy6nhkdfeupzkzylbkse 196 188 .0559 .0559 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 189 .2306 .2306 UH work_geqtmszy6nhkdfeupzkzylbkse 196 190 .0559 .0559 . work_geqtmszy6nhkdfeupzkzylbkse 196 191 .2306 .2306 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 192 .0559 .0559 . work_geqtmszy6nhkdfeupzkzylbkse 196 193 .2306 .2306 UH work_geqtmszy6nhkdfeupzkzylbkse 196 194 .0370 .0370 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 195 .1897 .1897 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 196 d03 d03 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 197 .0349 .0349 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 198 .1837 .1837 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 199 .0280 .0280 . work_geqtmszy6nhkdfeupzkzylbkse 196 200 .1655 .1655 . work_geqtmszy6nhkdfeupzkzylbkse 196 201 .0350 .0350 NFP work_geqtmszy6nhkdfeupzkzylbkse 196 202 .1843 .1843 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 203 .0210 .0210 . work_geqtmszy6nhkdfeupzkzylbkse 196 204 .1438 .1438 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 205 .0559 .0559 . work_geqtmszy6nhkdfeupzkzylbkse 196 206 .2306 .2306 UH work_geqtmszy6nhkdfeupzkzylbkse 196 207 .0463 .0463 . work_geqtmszy6nhkdfeupzkzylbkse 196 208 .2111 .2111 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 209 d04 d04 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 210 .0601 .0601 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 211 .2378 .2378 XX work_geqtmszy6nhkdfeupzkzylbkse 196 212 .0280 .0280 . work_geqtmszy6nhkdfeupzkzylbkse 196 213 .1655 .1655 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 214 .0420 .0420 . work_geqtmszy6nhkdfeupzkzylbkse 196 215 .2012 .2012 . work_geqtmszy6nhkdfeupzkzylbkse 196 216 .0559 .0559 . work_geqtmszy6nhkdfeupzkzylbkse 196 217 .2306 .2306 UH work_geqtmszy6nhkdfeupzkzylbkse 196 218 .0699 .0699 . work_geqtmszy6nhkdfeupzkzylbkse 196 219 .2559 .2559 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 220 .1018 .1018 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 221 .3039 .3039 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 222 d05 d05 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 223 .0377 .0377 . work_geqtmszy6nhkdfeupzkzylbkse 196 224 .1906 .1906 . work_geqtmszy6nhkdfeupzkzylbkse 196 225 .0140 .0140 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 226 .1178 .1178 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 227 .0140 .0140 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 228 .1178 .1178 . work_geqtmszy6nhkdfeupzkzylbkse 196 229 .0559 .0559 . work_geqtmszy6nhkdfeupzkzylbkse 196 230 .2306 .2306 UH work_geqtmszy6nhkdfeupzkzylbkse 196 231 .0699 .0699 . work_geqtmszy6nhkdfeupzkzylbkse 196 232 .2559 .2559 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 233 .0278 .0278 . work_geqtmszy6nhkdfeupzkzylbkse 196 234 .1651 .1651 NNP work_geqtmszy6nhkdfeupzkzylbkse 196 235 15 15 CD work_geqtmszy6nhkdfeupzkzylbkse 196 236 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 196 237 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 196 238 . . . work_geqtmszy6nhkdfeupzkzylbkse 197 1 Full full JJ work_geqtmszy6nhkdfeupzkzylbkse 197 2 sample sample NN work_geqtmszy6nhkdfeupzkzylbkse 197 3 and and CC work_geqtmszy6nhkdfeupzkzylbkse 197 4 quantile quantile NN work_geqtmszy6nhkdfeupzkzylbkse 197 5 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 197 6 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 197 7 QR QR NNP work_geqtmszy6nhkdfeupzkzylbkse 197 8 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 197 9 results result VBZ work_geqtmszy6nhkdfeupzkzylbkse 197 10 QR QR NNP work_geqtmszy6nhkdfeupzkzylbkse 197 11 OLS OLS NNP work_geqtmszy6nhkdfeupzkzylbkse 197 12 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 197 13 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 197 14 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 197 15 .20 .20 CD work_geqtmszy6nhkdfeupzkzylbkse 197 16 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 197 17 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 197 18 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 197 19 .40 .40 NFP work_geqtmszy6nhkdfeupzkzylbkse 197 20 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 197 21 3 3 CD work_geqtmszy6nhkdfeupzkzylbkse 197 22 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 197 23 .60 .60 NFP work_geqtmszy6nhkdfeupzkzylbkse 197 24 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 197 25 4 4 CD work_geqtmszy6nhkdfeupzkzylbkse 197 26 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 197 27 .80 .80 NFP work_geqtmszy6nhkdfeupzkzylbkse 197 28 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 197 29 5 5 CD work_geqtmszy6nhkdfeupzkzylbkse 197 30 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 197 31 .95 .95 CD work_geqtmszy6nhkdfeupzkzylbkse 197 32 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 197 33 6 6 CD work_geqtmszy6nhkdfeupzkzylbkse 197 34 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 197 35 Coef Coef NNP work_geqtmszy6nhkdfeupzkzylbkse 197 36 . . . work_geqtmszy6nhkdfeupzkzylbkse 198 1 Robust Robust NNP work_geqtmszy6nhkdfeupzkzylbkse 198 2 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 198 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 199 1 Err Err NNP work_geqtmszy6nhkdfeupzkzylbkse 199 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 200 1 Coef Coef NNP work_geqtmszy6nhkdfeupzkzylbkse 200 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 201 1 Robust Robust NNP work_geqtmszy6nhkdfeupzkzylbkse 201 2 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 201 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 202 1 Err Err NNP work_geqtmszy6nhkdfeupzkzylbkse 202 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 203 1 Coef Coef NNP work_geqtmszy6nhkdfeupzkzylbkse 203 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 204 1 Robust Robust NNP work_geqtmszy6nhkdfeupzkzylbkse 204 2 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 204 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 205 1 Err Err NNP work_geqtmszy6nhkdfeupzkzylbkse 205 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 206 1 Coef Coef NNP work_geqtmszy6nhkdfeupzkzylbkse 206 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 207 1 Robust Robust NNP work_geqtmszy6nhkdfeupzkzylbkse 207 2 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 207 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 208 1 Err Err NNP work_geqtmszy6nhkdfeupzkzylbkse 208 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 209 1 Coef Coef NNP work_geqtmszy6nhkdfeupzkzylbkse 209 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 210 1 Robust Robust NNP work_geqtmszy6nhkdfeupzkzylbkse 210 2 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 210 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 211 1 Err Err NNP work_geqtmszy6nhkdfeupzkzylbkse 211 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 212 1 Coef Coef NNP work_geqtmszy6nhkdfeupzkzylbkse 212 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 213 1 Robust Robust NNP work_geqtmszy6nhkdfeupzkzylbkse 213 2 Std Std NNP work_geqtmszy6nhkdfeupzkzylbkse 213 3 . . . work_geqtmszy6nhkdfeupzkzylbkse 214 1 Err Err NNP work_geqtmszy6nhkdfeupzkzylbkse 214 2 . . . work_geqtmszy6nhkdfeupzkzylbkse 215 1 area area NN work_geqtmszy6nhkdfeupzkzylbkse 215 2 3.7359 3.7359 CD work_geqtmszy6nhkdfeupzkzylbkse 215 3 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 4 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 5 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 6 .2078 .2078 . work_geqtmszy6nhkdfeupzkzylbkse 215 7 3.5903 3.5903 CD work_geqtmszy6nhkdfeupzkzylbkse 215 8 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 9 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 10 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 11 .2713 .2713 . work_geqtmszy6nhkdfeupzkzylbkse 215 12 3.5632 3.5632 CD work_geqtmszy6nhkdfeupzkzylbkse 215 13 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 14 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 15 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 16 .2691 .2691 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 17 3.3192 3.3192 CD work_geqtmszy6nhkdfeupzkzylbkse 215 18 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 19 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 20 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 21 .2761 .2761 . work_geqtmszy6nhkdfeupzkzylbkse 215 22 3.3111 3.3111 CD work_geqtmszy6nhkdfeupzkzylbkse 215 23 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 24 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 25 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 26 .3216 .3216 . work_geqtmszy6nhkdfeupzkzylbkse 215 27 3.1853 3.1853 CD work_geqtmszy6nhkdfeupzkzylbkse 215 28 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 29 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 30 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 31 .4439 .4439 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 32 area2 area2 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 33 -1.1313 -1.1313 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 34 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 35 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 36 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 37 .1023 .1023 . work_geqtmszy6nhkdfeupzkzylbkse 215 38 -1.1613 -1.1613 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 39 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 40 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 41 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 42 .1421 .1421 . work_geqtmszy6nhkdfeupzkzylbkse 215 43 -1144 -1144 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 44 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 45 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 46 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 47 .1458 .1458 . work_geqtmszy6nhkdfeupzkzylbkse 215 48 -.9691 -.9691 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 49 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 50 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 51 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 52 .1490 .1490 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 53 -.9304 -.9304 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 54 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 55 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 56 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 57 .1386 .1386 . work_geqtmszy6nhkdfeupzkzylbkse 215 58 -.8047 -.8047 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 59 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 60 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 61 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 62 .2094 .2094 . work_geqtmszy6nhkdfeupzkzylbkse 215 63 style1 style1 NN work_geqtmszy6nhkdfeupzkzylbkse 215 64 1.6202 1.6202 CD work_geqtmszy6nhkdfeupzkzylbkse 215 65 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 66 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 67 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 68 .2042 .2042 . work_geqtmszy6nhkdfeupzkzylbkse 215 69 .9711 .9711 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 70 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 71 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 72 .4494 .4494 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 73 1.5927 1.5927 CD work_geqtmszy6nhkdfeupzkzylbkse 215 74 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 75 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 76 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 77 .3154 .3154 NN work_geqtmszy6nhkdfeupzkzylbkse 215 78 1.6891 1.6891 CD work_geqtmszy6nhkdfeupzkzylbkse 215 79 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 80 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 81 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 82 .2152 .2152 . work_geqtmszy6nhkdfeupzkzylbkse 215 83 1.7641 1.7641 CD work_geqtmszy6nhkdfeupzkzylbkse 215 84 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 85 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 86 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 87 .2497 .2497 . work_geqtmszy6nhkdfeupzkzylbkse 215 88 2.0390 2.0390 CD work_geqtmszy6nhkdfeupzkzylbkse 215 89 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 90 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 91 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 92 .4826 .4826 . work_geqtmszy6nhkdfeupzkzylbkse 215 93 style2 style2 NN work_geqtmszy6nhkdfeupzkzylbkse 215 94 2.2070 2.2070 CD work_geqtmszy6nhkdfeupzkzylbkse 215 95 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 96 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 97 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 98 .3544 .3544 NN work_geqtmszy6nhkdfeupzkzylbkse 215 99 1.7832 1.7832 CD work_geqtmszy6nhkdfeupzkzylbkse 215 100 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 101 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 102 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 103 .5042 .5042 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 104 1.9731 1.9731 CD work_geqtmszy6nhkdfeupzkzylbkse 215 105 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 106 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 107 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 108 .4815 .4815 . work_geqtmszy6nhkdfeupzkzylbkse 215 109 2.0475 2.0475 CD work_geqtmszy6nhkdfeupzkzylbkse 215 110 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 111 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 112 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 113 .5686 .5686 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 114 3.1895 3.1895 CD work_geqtmszy6nhkdfeupzkzylbkse 215 115 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 116 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 117 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 118 .7636 .7636 . work_geqtmszy6nhkdfeupzkzylbkse 215 119 3.2695 3.2695 CD work_geqtmszy6nhkdfeupzkzylbkse 215 120 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 121 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 122 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 123 .5030 .5030 . work_geqtmszy6nhkdfeupzkzylbkse 215 124 style3 style3 NN work_geqtmszy6nhkdfeupzkzylbkse 215 125 1.8120 1.8120 CD work_geqtmszy6nhkdfeupzkzylbkse 215 126 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 127 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 128 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 129 .1816 .1816 . work_geqtmszy6nhkdfeupzkzylbkse 215 130 1.2825 1.2825 CD work_geqtmszy6nhkdfeupzkzylbkse 215 131 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 132 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 133 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 134 .3381 .3381 . work_geqtmszy6nhkdfeupzkzylbkse 215 135 1.6133 1.6133 CD work_geqtmszy6nhkdfeupzkzylbkse 215 136 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 137 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 138 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 139 .2443 .2443 . work_geqtmszy6nhkdfeupzkzylbkse 215 140 1.5710 1.5710 CD work_geqtmszy6nhkdfeupzkzylbkse 215 141 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 142 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 143 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 144 .2426 .2426 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 145 1.8667 1.8667 CD work_geqtmszy6nhkdfeupzkzylbkse 215 146 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 147 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 148 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 149 .3136 .3136 . work_geqtmszy6nhkdfeupzkzylbkse 215 150 2.2191 2.2191 CD work_geqtmszy6nhkdfeupzkzylbkse 215 151 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 152 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 153 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 154 .2804 .2804 . work_geqtmszy6nhkdfeupzkzylbkse 215 155 style4 style4 JJ work_geqtmszy6nhkdfeupzkzylbkse 215 156 .9518 .9518 . work_geqtmszy6nhkdfeupzkzylbkse 215 157 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 158 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 159 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 160 .1180 .1180 . work_geqtmszy6nhkdfeupzkzylbkse 215 161 .5566 .5566 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 162 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 163 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 164 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 165 .1546 .1546 . work_geqtmszy6nhkdfeupzkzylbkse 215 166 .6337 .6337 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 167 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 168 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 169 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 170 .1508 .1508 . work_geqtmszy6nhkdfeupzkzylbkse 215 171 .7094 .7094 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 172 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 173 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 174 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 175 .1693 .1693 NN work_geqtmszy6nhkdfeupzkzylbkse 215 176 .9234 .9234 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 177 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 178 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 179 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 180 .2149 .2149 . work_geqtmszy6nhkdfeupzkzylbkse 215 181 1.5589 1.5589 CD work_geqtmszy6nhkdfeupzkzylbkse 215 182 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 183 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 184 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 185 .2755 .2755 . work_geqtmszy6nhkdfeupzkzylbkse 215 186 style5 style5 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 187 1.2603 1.2603 CD work_geqtmszy6nhkdfeupzkzylbkse 215 188 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 189 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 190 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 191 .1207 .1207 . work_geqtmszy6nhkdfeupzkzylbkse 215 192 1.0189 1.0189 CD work_geqtmszy6nhkdfeupzkzylbkse 215 193 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 194 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 195 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 196 .1712 .1712 . work_geqtmszy6nhkdfeupzkzylbkse 215 197 1.0480 1.0480 CD work_geqtmszy6nhkdfeupzkzylbkse 215 198 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 199 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 200 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 201 .1389 .1389 . work_geqtmszy6nhkdfeupzkzylbkse 215 202 1.0390 1.0390 CD work_geqtmszy6nhkdfeupzkzylbkse 215 203 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 204 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 205 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 206 .1573 .1573 CD work_geqtmszy6nhkdfeupzkzylbkse 215 207 1.5893 1.5893 CD work_geqtmszy6nhkdfeupzkzylbkse 215 208 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 209 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 210 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 211 .2524 .2524 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 212 1.8825 1.8825 CD work_geqtmszy6nhkdfeupzkzylbkse 215 213 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 214 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 215 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 216 .2148 .2148 . work_geqtmszy6nhkdfeupzkzylbkse 215 217 style6 style6 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 218 .9309 .9309 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 219 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 220 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 221 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 222 .1232 .1232 . work_geqtmszy6nhkdfeupzkzylbkse 215 223 .4705 .4705 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 224 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 225 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 226 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 227 .1478 .1478 . work_geqtmszy6nhkdfeupzkzylbkse 215 228 .6479 .6479 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 229 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 230 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 231 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 232 .2007 .2007 . work_geqtmszy6nhkdfeupzkzylbkse 215 233 1.0169 1.0169 CD work_geqtmszy6nhkdfeupzkzylbkse 215 234 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 235 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 236 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 237 .1866 .1866 . work_geqtmszy6nhkdfeupzkzylbkse 215 238 1.2914 1.2914 CD work_geqtmszy6nhkdfeupzkzylbkse 215 239 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 240 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 241 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 242 .1704 .1704 . work_geqtmszy6nhkdfeupzkzylbkse 215 243 1.6429 1.6429 CD work_geqtmszy6nhkdfeupzkzylbkse 215 244 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 245 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 246 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 247 .2443 .2443 . work_geqtmszy6nhkdfeupzkzylbkse 215 248 style7 style7 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 249 .2710 .2710 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 250 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 251 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 252 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 253 .1090 .1090 . work_geqtmszy6nhkdfeupzkzylbkse 215 254 .3308 .3308 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 255 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 256 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 257 .1433 .1433 . work_geqtmszy6nhkdfeupzkzylbkse 215 258 .3040 .3040 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 259 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 260 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 261 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 262 .1054 .1054 . work_geqtmszy6nhkdfeupzkzylbkse 215 263 .3259 .3259 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 264 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 265 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 266 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 267 .1066 .1066 . work_geqtmszy6nhkdfeupzkzylbkse 215 268 .3188 .3188 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 269 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 270 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 271 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 272 .1215 .1215 . work_geqtmszy6nhkdfeupzkzylbkse 215 273 .3495 .3495 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 274 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 275 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 276 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 277 .1366 .1366 . work_geqtmszy6nhkdfeupzkzylbkse 215 278 canvas canvas NN work_geqtmszy6nhkdfeupzkzylbkse 215 279 .3880 .3880 . work_geqtmszy6nhkdfeupzkzylbkse 215 280 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 281 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 282 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 283 .1160 .1160 . work_geqtmszy6nhkdfeupzkzylbkse 215 284 .6498 .6498 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 285 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 286 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 287 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 288 .1824 .1824 . work_geqtmszy6nhkdfeupzkzylbkse 215 289 .3617 .3617 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 290 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 291 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 292 .1524 .1524 . work_geqtmszy6nhkdfeupzkzylbkse 215 293 .2503 .2503 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 294 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 295 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 296 .1207 .1207 . work_geqtmszy6nhkdfeupzkzylbkse 215 297 .1874 .1874 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 298 .1618 .1618 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 299 .2322 .2322 . work_geqtmszy6nhkdfeupzkzylbkse 215 300 .2168 .2168 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 301 panel panel NN work_geqtmszy6nhkdfeupzkzylbkse 215 302 -.2826 -.2826 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 303 .2209 .2209 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 304 -.2214 -.2214 HYPH work_geqtmszy6nhkdfeupzkzylbkse 215 305 .5064 .5064 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 306 -.2554 -.2554 HYPH work_geqtmszy6nhkdfeupzkzylbkse 215 307 .2766 .2766 . work_geqtmszy6nhkdfeupzkzylbkse 215 308 -.2133 -.2133 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 309 .2289 .2289 . work_geqtmszy6nhkdfeupzkzylbkse 215 310 .1447 .1447 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 311 .2800 .2800 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 312 -.1093 -.1093 : work_geqtmszy6nhkdfeupzkzylbkse 215 313 .2830 .2830 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 314 mixed mixed NNP work_geqtmszy6nhkdfeupzkzylbkse 215 315 -1.0104 -1.0104 -LRB- work_geqtmszy6nhkdfeupzkzylbkse 215 316 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 317 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 318 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 319 .2855 .2855 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 320 -1.2402 -1.2402 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 321 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 322 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 323 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 324 .3683 .3683 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 325 -1.6714 -1.6714 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 326 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 327 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 328 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 329 .5032 .5032 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 330 -.6297 -.6297 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 331 .6021 .6021 . work_geqtmszy6nhkdfeupzkzylbkse 215 332 -.5600 -.5600 HYPH work_geqtmszy6nhkdfeupzkzylbkse 215 333 .3717 .3717 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 334 -.1662 -.1662 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 335 .3710 .3710 . work_geqtmszy6nhkdfeupzkzylbkse 215 336 chrilon chrilon NNP work_geqtmszy6nhkdfeupzkzylbkse 215 337 .3724 .3724 . work_geqtmszy6nhkdfeupzkzylbkse 215 338 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 339 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 340 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 341 .1406 .1406 . work_geqtmszy6nhkdfeupzkzylbkse 215 342 .4241 .4241 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 343 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 344 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 345 .2035 .2035 . work_geqtmszy6nhkdfeupzkzylbkse 215 346 .3357 .3357 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 347 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 348 .1826 .1826 . work_geqtmszy6nhkdfeupzkzylbkse 215 349 .1481 .1481 . work_geqtmszy6nhkdfeupzkzylbkse 215 350 .1761 .1761 UH work_geqtmszy6nhkdfeupzkzylbkse 215 351 .0892 .0892 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 352 .1913 .1913 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 353 -.1282 -.1282 : work_geqtmszy6nhkdfeupzkzylbkse 215 354 .3085 .3085 . work_geqtmszy6nhkdfeupzkzylbkse 215 355 chriny chriny NNP work_geqtmszy6nhkdfeupzkzylbkse 215 356 .3964 .3964 . work_geqtmszy6nhkdfeupzkzylbkse 215 357 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 358 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 359 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 360 .1401 .1401 . work_geqtmszy6nhkdfeupzkzylbkse 215 361 .4562 .4562 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 362 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 363 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 364 .2150 .2150 . work_geqtmszy6nhkdfeupzkzylbkse 215 365 .4087 .4087 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 366 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 367 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 368 .1802 .1802 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 369 .2156 .2156 . work_geqtmszy6nhkdfeupzkzylbkse 215 370 .1761 .1761 UH work_geqtmszy6nhkdfeupzkzylbkse 215 371 .2122 .2122 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 372 .1921 .1921 . work_geqtmszy6nhkdfeupzkzylbkse 215 373 -.0936 -.0936 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 374 .2693 .2693 . work_geqtmszy6nhkdfeupzkzylbkse 215 375 sothlon sothlon NNP work_geqtmszy6nhkdfeupzkzylbkse 215 376 .3104 .3104 . work_geqtmszy6nhkdfeupzkzylbkse 215 377 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 378 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 379 .1455 .1455 . work_geqtmszy6nhkdfeupzkzylbkse 215 380 .2416 .2416 . work_geqtmszy6nhkdfeupzkzylbkse 215 381 .2257 .2257 . work_geqtmszy6nhkdfeupzkzylbkse 215 382 .3723 .3723 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 383 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 384 .1736 .1736 . work_geqtmszy6nhkdfeupzkzylbkse 215 385 .1671 .1671 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 386 .1890 .1890 XX work_geqtmszy6nhkdfeupzkzylbkse 215 387 .1608 .1608 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 388 .1902 .1902 . work_geqtmszy6nhkdfeupzkzylbkse 215 389 -.2504 -.2504 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 390 .2957 .2957 NNP work_geqtmszy6nhkdfeupzkzylbkse 215 391 sothny sothny JJ work_geqtmszy6nhkdfeupzkzylbkse 215 392 .5919 .5919 . work_geqtmszy6nhkdfeupzkzylbkse 215 393 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 394 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 395 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 396 .1371 .1371 . work_geqtmszy6nhkdfeupzkzylbkse 215 397 .5598 .5598 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 398 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 399 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 400 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 401 .2140 .2140 . work_geqtmszy6nhkdfeupzkzylbkse 215 402 .5862 .5862 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 403 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 404 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 405 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 406 .1736 .1736 . work_geqtmszy6nhkdfeupzkzylbkse 215 407 .3122 .3122 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 408 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 409 .1690 .1690 . work_geqtmszy6nhkdfeupzkzylbkse 215 410 .3658 .3658 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 411 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 412 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 413 .1673 .1673 . work_geqtmszy6nhkdfeupzkzylbkse 215 414 .0532 .0532 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 415 .2900 .2900 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 416 cons con NNS work_geqtmszy6nhkdfeupzkzylbkse 215 417 10.1871 10.1871 CD work_geqtmszy6nhkdfeupzkzylbkse 215 418 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 419 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 420 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 421 .2154 .2154 . work_geqtmszy6nhkdfeupzkzylbkse 215 422 9.6212 9.6212 CD work_geqtmszy6nhkdfeupzkzylbkse 215 423 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 424 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 425 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 426 .3073 .3073 . work_geqtmszy6nhkdfeupzkzylbkse 215 427 10.1133 10.1133 CD work_geqtmszy6nhkdfeupzkzylbkse 215 428 .3060 .3060 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 429 10.7488 10.7488 CD work_geqtmszy6nhkdfeupzkzylbkse 215 430 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 431 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 432 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 433 .2661 .2661 . work_geqtmszy6nhkdfeupzkzylbkse 215 434 11.0038 11.0038 CD work_geqtmszy6nhkdfeupzkzylbkse 215 435 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 436 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 437 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 438 .2459 .2459 NFP work_geqtmszy6nhkdfeupzkzylbkse 215 439 11.6212 11.6212 CD work_geqtmszy6nhkdfeupzkzylbkse 215 440 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 441 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 442 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 443 .3491 .3491 . work_geqtmszy6nhkdfeupzkzylbkse 215 444 Yearly Yearly NNP work_geqtmszy6nhkdfeupzkzylbkse 215 445 dummies dummy VBZ work_geqtmszy6nhkdfeupzkzylbkse 215 446 Yearly Yearly NNP work_geqtmszy6nhkdfeupzkzylbkse 215 447 dummies dummy VBZ work_geqtmszy6nhkdfeupzkzylbkse 215 448 Yearly Yearly NNP work_geqtmszy6nhkdfeupzkzylbkse 215 449 dummies dummy VBZ work_geqtmszy6nhkdfeupzkzylbkse 215 450 Yearly Yearly NNP work_geqtmszy6nhkdfeupzkzylbkse 215 451 dummies dummy VBZ work_geqtmszy6nhkdfeupzkzylbkse 215 452 Yearly Yearly NNP work_geqtmszy6nhkdfeupzkzylbkse 215 453 dummies dummy VBZ work_geqtmszy6nhkdfeupzkzylbkse 215 454 Yearly Yearly NNP work_geqtmszy6nhkdfeupzkzylbkse 215 455 dummies dummy VBZ work_geqtmszy6nhkdfeupzkzylbkse 215 456 R r NN work_geqtmszy6nhkdfeupzkzylbkse 215 457 - - HYPH work_geqtmszy6nhkdfeupzkzylbkse 215 458 squared squared JJ work_geqtmszy6nhkdfeupzkzylbkse 215 459 0.6388 0.6388 CD work_geqtmszy6nhkdfeupzkzylbkse 215 460 0.4299 0.4299 CD work_geqtmszy6nhkdfeupzkzylbkse 215 461 0.4014 0.4014 CD work_geqtmszy6nhkdfeupzkzylbkse 215 462 0.4134 0.4134 CD work_geqtmszy6nhkdfeupzkzylbkse 215 463 0.4284 0.4284 CD work_geqtmszy6nhkdfeupzkzylbkse 215 464 0.5022 0.5022 CD work_geqtmszy6nhkdfeupzkzylbkse 215 465 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 466 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 467 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 468 , , , work_geqtmszy6nhkdfeupzkzylbkse 215 469 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 470 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 471 , , , work_geqtmszy6nhkdfeupzkzylbkse 215 472 * * NFP work_geqtmszy6nhkdfeupzkzylbkse 215 473 . . . work_geqtmszy6nhkdfeupzkzylbkse 216 1 significance significance NN work_geqtmszy6nhkdfeupzkzylbkse 216 2 at at IN work_geqtmszy6nhkdfeupzkzylbkse 216 3 .01 .01 NNP work_geqtmszy6nhkdfeupzkzylbkse 216 4 , , , work_geqtmszy6nhkdfeupzkzylbkse 216 5 .05 .05 CD work_geqtmszy6nhkdfeupzkzylbkse 216 6 , , , work_geqtmszy6nhkdfeupzkzylbkse 216 7 .10 .10 NFP work_geqtmszy6nhkdfeupzkzylbkse 216 8 16 16 CD work_geqtmszy6nhkdfeupzkzylbkse 216 9 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 216 10 3 3 CD work_geqtmszy6nhkdfeupzkzylbkse 216 11 . . . work_geqtmszy6nhkdfeupzkzylbkse 217 1 Test test VB work_geqtmszy6nhkdfeupzkzylbkse 217 2 for for IN work_geqtmszy6nhkdfeupzkzylbkse 217 3 the the DT work_geqtmszy6nhkdfeupzkzylbkse 217 4 equality equality NN work_geqtmszy6nhkdfeupzkzylbkse 217 5 of of IN work_geqtmszy6nhkdfeupzkzylbkse 217 6 the the DT work_geqtmszy6nhkdfeupzkzylbkse 217 7 quantile quantile JJ work_geqtmszy6nhkdfeupzkzylbkse 217 8 hedonic hedonic JJ work_geqtmszy6nhkdfeupzkzylbkse 217 9 regressions regression NNS work_geqtmszy6nhkdfeupzkzylbkse 217 10 coefficients coefficient NNS work_geqtmszy6nhkdfeupzkzylbkse 217 11 QR QR NNP work_geqtmszy6nhkdfeupzkzylbkse 217 12 .20 .20 CD work_geqtmszy6nhkdfeupzkzylbkse 217 13 vs vs IN work_geqtmszy6nhkdfeupzkzylbkse 217 14 .40 .40 CD work_geqtmszy6nhkdfeupzkzylbkse 217 15 .20 .20 CD work_geqtmszy6nhkdfeupzkzylbkse 217 16 vs vs IN work_geqtmszy6nhkdfeupzkzylbkse 217 17 .60 .60 CD work_geqtmszy6nhkdfeupzkzylbkse 217 18 .20 .20 CD work_geqtmszy6nhkdfeupzkzylbkse 217 19 vs vs IN work_geqtmszy6nhkdfeupzkzylbkse 217 20 .80 .80 NNP work_geqtmszy6nhkdfeupzkzylbkse 217 21 .20 .20 . work_geqtmszy6nhkdfeupzkzylbkse 217 22 vs vs IN work_geqtmszy6nhkdfeupzkzylbkse 217 23 .95 .95 NFP work_geqtmszy6nhkdfeupzkzylbkse 217 24 Variable Variable NNP work_geqtmszy6nhkdfeupzkzylbkse 217 25 F F NNP work_geqtmszy6nhkdfeupzkzylbkse 217 26 Prob Prob NNP work_geqtmszy6nhkdfeupzkzylbkse 217 27 > > XX work_geqtmszy6nhkdfeupzkzylbkse 217 28 F F NNP work_geqtmszy6nhkdfeupzkzylbkse 217 29 F F NNP work_geqtmszy6nhkdfeupzkzylbkse 217 30 Prob Prob NNP work_geqtmszy6nhkdfeupzkzylbkse 217 31 > > XX work_geqtmszy6nhkdfeupzkzylbkse 217 32 F F NNP work_geqtmszy6nhkdfeupzkzylbkse 217 33 F F NNP work_geqtmszy6nhkdfeupzkzylbkse 217 34 Prob Prob NNP work_geqtmszy6nhkdfeupzkzylbkse 217 35 > > XX work_geqtmszy6nhkdfeupzkzylbkse 217 36 F F NNP work_geqtmszy6nhkdfeupzkzylbkse 217 37 F F NNP work_geqtmszy6nhkdfeupzkzylbkse 217 38 Prob Prob NNP work_geqtmszy6nhkdfeupzkzylbkse 217 39 > > XX work_geqtmszy6nhkdfeupzkzylbkse 217 40 F F NNP work_geqtmszy6nhkdfeupzkzylbkse 217 41 Dimension Dimension NNP work_geqtmszy6nhkdfeupzkzylbkse 217 42 0.97 0.97 CD work_geqtmszy6nhkdfeupzkzylbkse 217 43 0.3257 0.3257 CD work_geqtmszy6nhkdfeupzkzylbkse 217 44 0.84 0.84 CD work_geqtmszy6nhkdfeupzkzylbkse 217 45 0.3606 0.3606 CD work_geqtmszy6nhkdfeupzkzylbkse 217 46 0.69 0.69 CD work_geqtmszy6nhkdfeupzkzylbkse 217 47 0.4074 0.4074 CD work_geqtmszy6nhkdfeupzkzylbkse 217 48 0.57 0.57 CD work_geqtmszy6nhkdfeupzkzylbkse 217 49 0.4505 0.4505 CD work_geqtmszy6nhkdfeupzkzylbkse 217 50 Style Style NNP work_geqtmszy6nhkdfeupzkzylbkse 217 51 1.74 1.74 CD work_geqtmszy6nhkdfeupzkzylbkse 217 52 0.1091 0.1091 CD work_geqtmszy6nhkdfeupzkzylbkse 217 53 1.73 1.73 CD work_geqtmszy6nhkdfeupzkzylbkse 217 54 0.1106 0.1106 CD work_geqtmszy6nhkdfeupzkzylbkse 217 55 1.73 1.73 CD work_geqtmszy6nhkdfeupzkzylbkse 217 56 0.1124 0.1124 CD work_geqtmszy6nhkdfeupzkzylbkse 217 57 1.73 1.73 CD work_geqtmszy6nhkdfeupzkzylbkse 217 58 0.1107 0.1107 CD work_geqtmszy6nhkdfeupzkzylbkse 217 59 Media medium NNS work_geqtmszy6nhkdfeupzkzylbkse 217 60 3.81 3.81 CD work_geqtmszy6nhkdfeupzkzylbkse 217 61 0.0100 0.0100 CD work_geqtmszy6nhkdfeupzkzylbkse 217 62 3.82 3.82 CD work_geqtmszy6nhkdfeupzkzylbkse 217 63 0.0100 0.0100 CD work_geqtmszy6nhkdfeupzkzylbkse 217 64 3.82 3.82 CD work_geqtmszy6nhkdfeupzkzylbkse 217 65 0.0099 0.0099 CD work_geqtmszy6nhkdfeupzkzylbkse 217 66 3.86 3.86 CD work_geqtmszy6nhkdfeupzkzylbkse 217 67 0.0094 0.0094 CD work_geqtmszy6nhkdfeupzkzylbkse 217 68 Salerooms Salerooms NNP work_geqtmszy6nhkdfeupzkzylbkse 217 69 1.48 1.48 CD work_geqtmszy6nhkdfeupzkzylbkse 217 70 0.2074 0.2074 CD work_geqtmszy6nhkdfeupzkzylbkse 217 71 1.45 1.45 CD work_geqtmszy6nhkdfeupzkzylbkse 217 72 0.2166 0.2166 CD work_geqtmszy6nhkdfeupzkzylbkse 217 73 1.41 1.41 CD work_geqtmszy6nhkdfeupzkzylbkse 217 74 0.2280 0.2280 CD work_geqtmszy6nhkdfeupzkzylbkse 217 75 1.40 1.40 CD work_geqtmszy6nhkdfeupzkzylbkse 217 76 0.2324 0.2324 CD work_geqtmszy6nhkdfeupzkzylbkse 217 77 Period Period NNP work_geqtmszy6nhkdfeupzkzylbkse 217 78 2.89 2.89 CD work_geqtmszy6nhkdfeupzkzylbkse 217 79 0.0001 0.0001 CD work_geqtmszy6nhkdfeupzkzylbkse 217 80 2.80 2.80 CD work_geqtmszy6nhkdfeupzkzylbkse 217 81 0.0002 0.0002 CD work_geqtmszy6nhkdfeupzkzylbkse 217 82 2.68 2.68 CD work_geqtmszy6nhkdfeupzkzylbkse 217 83 0.0004 0.0004 CD work_geqtmszy6nhkdfeupzkzylbkse 217 84 2.65 2.65 CD work_geqtmszy6nhkdfeupzkzylbkse 217 85 0.0005 0.0005 CD work_geqtmszy6nhkdfeupzkzylbkse 217 86 15 15 CD work_geqtmszy6nhkdfeupzkzylbkse 217 87 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 217 88 4 4 CD work_geqtmszy6nhkdfeupzkzylbkse 217 89 . . . work_geqtmszy6nhkdfeupzkzylbkse 218 1 Adjacent adjacent JJ work_geqtmszy6nhkdfeupzkzylbkse 218 2 year year NN work_geqtmszy6nhkdfeupzkzylbkse 218 3 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 218 4 indexes index NNS work_geqtmszy6nhkdfeupzkzylbkse 218 5 Percentile percentile VBP work_geqtmszy6nhkdfeupzkzylbkse 218 6 Full full JJ work_geqtmszy6nhkdfeupzkzylbkse 218 7 sample sample NN work_geqtmszy6nhkdfeupzkzylbkse 218 8 .20 .20 CD work_geqtmszy6nhkdfeupzkzylbkse 218 9 .40 .40 CD work_geqtmszy6nhkdfeupzkzylbkse 218 10 .60 .60 CD work_geqtmszy6nhkdfeupzkzylbkse 218 11 .80 .80 CD work_geqtmszy6nhkdfeupzkzylbkse 218 12 .95 .95 CD work_geqtmszy6nhkdfeupzkzylbkse 218 13 d88 d88 CD work_geqtmszy6nhkdfeupzkzylbkse 218 14 100.00 100.00 CD work_geqtmszy6nhkdfeupzkzylbkse 218 15 100.00 100.00 CD work_geqtmszy6nhkdfeupzkzylbkse 218 16 100.00 100.00 CD work_geqtmszy6nhkdfeupzkzylbkse 218 17 100.00 100.00 CD work_geqtmszy6nhkdfeupzkzylbkse 218 18 100.00 100.00 CD work_geqtmszy6nhkdfeupzkzylbkse 218 19 100.00 100.00 CD work_geqtmszy6nhkdfeupzkzylbkse 218 20 d89 d89 NN work_geqtmszy6nhkdfeupzkzylbkse 218 21 179.10 179.10 CD work_geqtmszy6nhkdfeupzkzylbkse 218 22 172.25 172.25 CD work_geqtmszy6nhkdfeupzkzylbkse 218 23 246.25 246.25 CD work_geqtmszy6nhkdfeupzkzylbkse 218 24 170.70 170.70 CD work_geqtmszy6nhkdfeupzkzylbkse 218 25 166.60 166.60 CD work_geqtmszy6nhkdfeupzkzylbkse 218 26 162.26 162.26 CD work_geqtmszy6nhkdfeupzkzylbkse 218 27 d90 d90 CD work_geqtmszy6nhkdfeupzkzylbkse 218 28 120.58 120.58 CD work_geqtmszy6nhkdfeupzkzylbkse 218 29 123.62 123.62 CD work_geqtmszy6nhkdfeupzkzylbkse 218 30 143.39 143.39 CD work_geqtmszy6nhkdfeupzkzylbkse 218 31 95.05 95.05 CD work_geqtmszy6nhkdfeupzkzylbkse 218 32 81.17 81.17 CD work_geqtmszy6nhkdfeupzkzylbkse 218 33 156.05 156.05 CD work_geqtmszy6nhkdfeupzkzylbkse 218 34 d91 d91 CD work_geqtmszy6nhkdfeupzkzylbkse 218 35 67.11 67.11 CD work_geqtmszy6nhkdfeupzkzylbkse 218 36 72.64 72.64 CD work_geqtmszy6nhkdfeupzkzylbkse 218 37 82.79 82.79 CD work_geqtmszy6nhkdfeupzkzylbkse 218 38 49.91 49.91 CD work_geqtmszy6nhkdfeupzkzylbkse 218 39 46.92 46.92 CD work_geqtmszy6nhkdfeupzkzylbkse 218 40 48.82 48.82 CD work_geqtmszy6nhkdfeupzkzylbkse 218 41 d92 d92 CD work_geqtmszy6nhkdfeupzkzylbkse 218 42 39.07 39.07 CD work_geqtmszy6nhkdfeupzkzylbkse 218 43 41.68 41.68 CD work_geqtmszy6nhkdfeupzkzylbkse 218 44 45.38 45.38 CD work_geqtmszy6nhkdfeupzkzylbkse 218 45 34.39 34.39 CD work_geqtmszy6nhkdfeupzkzylbkse 218 46 39.36 39.36 CD work_geqtmszy6nhkdfeupzkzylbkse 218 47 50.26 50.26 CD work_geqtmszy6nhkdfeupzkzylbkse 218 48 d93 d93 CD work_geqtmszy6nhkdfeupzkzylbkse 218 49 31.85 31.85 CD work_geqtmszy6nhkdfeupzkzylbkse 218 50 20.74 20.74 CD work_geqtmszy6nhkdfeupzkzylbkse 218 51 58.61 58.61 CD work_geqtmszy6nhkdfeupzkzylbkse 218 52 35.54 35.54 CD work_geqtmszy6nhkdfeupzkzylbkse 218 53 32.10 32.10 CD work_geqtmszy6nhkdfeupzkzylbkse 218 54 37.42 37.42 CD work_geqtmszy6nhkdfeupzkzylbkse 218 55 d94 d94 CD work_geqtmszy6nhkdfeupzkzylbkse 218 56 53.73 53.73 CD work_geqtmszy6nhkdfeupzkzylbkse 218 57 38.02 38.02 CD work_geqtmszy6nhkdfeupzkzylbkse 218 58 56.57 56.57 CD work_geqtmszy6nhkdfeupzkzylbkse 218 59 36.18 36.18 CD work_geqtmszy6nhkdfeupzkzylbkse 218 60 58.25 58.25 CD work_geqtmszy6nhkdfeupzkzylbkse 218 61 88.43 88.43 CD work_geqtmszy6nhkdfeupzkzylbkse 218 62 d95 d95 CD work_geqtmszy6nhkdfeupzkzylbkse 218 63 52.63 52.63 CD work_geqtmszy6nhkdfeupzkzylbkse 218 64 44.55 44.55 CD work_geqtmszy6nhkdfeupzkzylbkse 218 65 55.43 55.43 CD work_geqtmszy6nhkdfeupzkzylbkse 218 66 37.53 37.53 CD work_geqtmszy6nhkdfeupzkzylbkse 218 67 55.30 55.30 CD work_geqtmszy6nhkdfeupzkzylbkse 218 68 82.20 82.20 CD work_geqtmszy6nhkdfeupzkzylbkse 218 69 d96 d96 CD work_geqtmszy6nhkdfeupzkzylbkse 218 70 45.34 45.34 CD work_geqtmszy6nhkdfeupzkzylbkse 218 71 43.98 43.98 CD work_geqtmszy6nhkdfeupzkzylbkse 218 72 58.70 58.70 CD work_geqtmszy6nhkdfeupzkzylbkse 218 73 34.44 34.44 CD work_geqtmszy6nhkdfeupzkzylbkse 218 74 45.88 45.88 CD work_geqtmszy6nhkdfeupzkzylbkse 218 75 75.73 75.73 CD work_geqtmszy6nhkdfeupzkzylbkse 218 76 d97 d97 CD work_geqtmszy6nhkdfeupzkzylbkse 218 77 77.51 77.51 CD work_geqtmszy6nhkdfeupzkzylbkse 218 78 59.36 59.36 CD work_geqtmszy6nhkdfeupzkzylbkse 218 79 81.50 81.50 CD work_geqtmszy6nhkdfeupzkzylbkse 218 80 65.93 65.93 CD work_geqtmszy6nhkdfeupzkzylbkse 218 81 85.69 85.69 CD work_geqtmszy6nhkdfeupzkzylbkse 218 82 117.23 117.23 CD work_geqtmszy6nhkdfeupzkzylbkse 218 83 d98 d98 CD work_geqtmszy6nhkdfeupzkzylbkse 218 84 47.24 47.24 CD work_geqtmszy6nhkdfeupzkzylbkse 218 85 42.80 42.80 CD work_geqtmszy6nhkdfeupzkzylbkse 218 86 63.93 63.93 CD work_geqtmszy6nhkdfeupzkzylbkse 218 87 43.30 43.30 CD work_geqtmszy6nhkdfeupzkzylbkse 218 88 53.69 53.69 CD work_geqtmszy6nhkdfeupzkzylbkse 218 89 56.44 56.44 CD work_geqtmszy6nhkdfeupzkzylbkse 218 90 d99 d99 CD work_geqtmszy6nhkdfeupzkzylbkse 218 91 70.29 70.29 CD work_geqtmszy6nhkdfeupzkzylbkse 218 92 51.82 51.82 CD work_geqtmszy6nhkdfeupzkzylbkse 218 93 81.82 81.82 CD work_geqtmszy6nhkdfeupzkzylbkse 218 94 61.66 61.66 CD work_geqtmszy6nhkdfeupzkzylbkse 218 95 89.33 89.33 CD work_geqtmszy6nhkdfeupzkzylbkse 218 96 102.33 102.33 CD work_geqtmszy6nhkdfeupzkzylbkse 218 97 d00 d00 CD work_geqtmszy6nhkdfeupzkzylbkse 218 98 83.30 83.30 CD work_geqtmszy6nhkdfeupzkzylbkse 218 99 67.51 67.51 CD work_geqtmszy6nhkdfeupzkzylbkse 218 100 90.74 90.74 CD work_geqtmszy6nhkdfeupzkzylbkse 218 101 79.22 79.22 CD work_geqtmszy6nhkdfeupzkzylbkse 218 102 81.35 81.35 CD work_geqtmszy6nhkdfeupzkzylbkse 218 103 125.86 125.86 CD work_geqtmszy6nhkdfeupzkzylbkse 218 104 d01 d01 CD work_geqtmszy6nhkdfeupzkzylbkse 218 105 67.78 67.78 CD work_geqtmszy6nhkdfeupzkzylbkse 218 106 63.83 63.83 CD work_geqtmszy6nhkdfeupzkzylbkse 218 107 72.38 72.38 CD work_geqtmszy6nhkdfeupzkzylbkse 218 108 50.95 50.95 CD work_geqtmszy6nhkdfeupzkzylbkse 218 109 47.59 47.59 CD work_geqtmszy6nhkdfeupzkzylbkse 218 110 120.32 120.32 CD work_geqtmszy6nhkdfeupzkzylbkse 218 111 d02 d02 CD work_geqtmszy6nhkdfeupzkzylbkse 218 112 54.52 54.52 CD work_geqtmszy6nhkdfeupzkzylbkse 218 113 43.12 43.12 CD work_geqtmszy6nhkdfeupzkzylbkse 218 114 79.81 79.81 CD work_geqtmszy6nhkdfeupzkzylbkse 218 115 46.71 46.71 CD work_geqtmszy6nhkdfeupzkzylbkse 218 116 46.84 46.84 CD work_geqtmszy6nhkdfeupzkzylbkse 218 117 134.45 134.45 CD work_geqtmszy6nhkdfeupzkzylbkse 218 118 d03 d03 CD work_geqtmszy6nhkdfeupzkzylbkse 218 119 71.56 71.56 CD work_geqtmszy6nhkdfeupzkzylbkse 218 120 75.85 75.85 CD work_geqtmszy6nhkdfeupzkzylbkse 218 121 88.33 88.33 CD work_geqtmszy6nhkdfeupzkzylbkse 218 122 55.94 55.94 CD work_geqtmszy6nhkdfeupzkzylbkse 218 123 53.14 53.14 CD work_geqtmszy6nhkdfeupzkzylbkse 218 124 76.95 76.95 CD work_geqtmszy6nhkdfeupzkzylbkse 218 125 d04 d04 NN work_geqtmszy6nhkdfeupzkzylbkse 218 126 104.82 104.82 CD work_geqtmszy6nhkdfeupzkzylbkse 218 127 89.92 89.92 CD work_geqtmszy6nhkdfeupzkzylbkse 218 128 123.04 123.04 CD work_geqtmszy6nhkdfeupzkzylbkse 218 129 91.08 91.08 CD work_geqtmszy6nhkdfeupzkzylbkse 218 130 103.19 103.19 CD work_geqtmszy6nhkdfeupzkzylbkse 218 131 116.53 116.53 CD work_geqtmszy6nhkdfeupzkzylbkse 218 132 d05 d05 NN work_geqtmszy6nhkdfeupzkzylbkse 218 133 118.79 118.79 CD work_geqtmszy6nhkdfeupzkzylbkse 218 134 117.94 117.94 CD work_geqtmszy6nhkdfeupzkzylbkse 218 135 149.87 149.87 CD work_geqtmszy6nhkdfeupzkzylbkse 218 136 91.66 91.66 CD work_geqtmszy6nhkdfeupzkzylbkse 218 137 106.83 106.83 CD work_geqtmszy6nhkdfeupzkzylbkse 218 138 198.18 198.18 CD work_geqtmszy6nhkdfeupzkzylbkse 218 139 16 16 CD work_geqtmszy6nhkdfeupzkzylbkse 218 140 Table table NN work_geqtmszy6nhkdfeupzkzylbkse 218 141 5 5 CD work_geqtmszy6nhkdfeupzkzylbkse 218 142 . . . work_geqtmszy6nhkdfeupzkzylbkse 219 1 5-year 5-year CD work_geqtmszy6nhkdfeupzkzylbkse 219 2 return return NN work_geqtmszy6nhkdfeupzkzylbkse 219 3 return return NN work_geqtmszy6nhkdfeupzkzylbkse 219 4 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 219 5 full full JJ work_geqtmszy6nhkdfeupzkzylbkse 219 6 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 219 7 return return NN work_geqtmszy6nhkdfeupzkzylbkse 219 8 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 219 9 0.2 0.2 CD work_geqtmszy6nhkdfeupzkzylbkse 219 10 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 219 11 return return NN work_geqtmszy6nhkdfeupzkzylbkse 219 12 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 219 13 0.4 0.4 CD work_geqtmszy6nhkdfeupzkzylbkse 219 14 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 219 15 return return NN work_geqtmszy6nhkdfeupzkzylbkse 219 16 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 219 17 0.6 0.6 CD work_geqtmszy6nhkdfeupzkzylbkse 219 18 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 219 19 return return NN work_geqtmszy6nhkdfeupzkzylbkse 219 20 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 219 21 0.8 0.8 CD work_geqtmszy6nhkdfeupzkzylbkse 219 22 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 219 23 return return NN work_geqtmszy6nhkdfeupzkzylbkse 219 24 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 219 25 0.95 0.95 CD work_geqtmszy6nhkdfeupzkzylbkse 219 26 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 219 27 1988 1988 CD work_geqtmszy6nhkdfeupzkzylbkse 219 28 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 219 29 92 92 CD work_geqtmszy6nhkdfeupzkzylbkse 219 30 39.07 39.07 CD work_geqtmszy6nhkdfeupzkzylbkse 219 31 41.68 41.68 CD work_geqtmszy6nhkdfeupzkzylbkse 219 32 45.38 45.38 CD work_geqtmszy6nhkdfeupzkzylbkse 219 33 34.39 34.39 CD work_geqtmszy6nhkdfeupzkzylbkse 219 34 39.36 39.36 CD work_geqtmszy6nhkdfeupzkzylbkse 219 35 50.26 50.26 CD work_geqtmszy6nhkdfeupzkzylbkse 219 36 1989 1989 CD work_geqtmszy6nhkdfeupzkzylbkse 219 37 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 219 38 93 93 CD work_geqtmszy6nhkdfeupzkzylbkse 219 39 17.78 17.78 CD work_geqtmszy6nhkdfeupzkzylbkse 219 40 12.04 12.04 CD work_geqtmszy6nhkdfeupzkzylbkse 219 41 23.80 23.80 CD work_geqtmszy6nhkdfeupzkzylbkse 219 42 20.82 20.82 CD work_geqtmszy6nhkdfeupzkzylbkse 219 43 19.27 19.27 CD work_geqtmszy6nhkdfeupzkzylbkse 219 44 23.06 23.06 CD work_geqtmszy6nhkdfeupzkzylbkse 219 45 1990 1990 CD work_geqtmszy6nhkdfeupzkzylbkse 219 46 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 219 47 94 94 CD work_geqtmszy6nhkdfeupzkzylbkse 219 48 44.56 44.56 CD work_geqtmszy6nhkdfeupzkzylbkse 219 49 30.76 30.76 CD work_geqtmszy6nhkdfeupzkzylbkse 219 50 39.45 39.45 CD work_geqtmszy6nhkdfeupzkzylbkse 219 51 38.06 38.06 CD work_geqtmszy6nhkdfeupzkzylbkse 219 52 71.76 71.76 CD work_geqtmszy6nhkdfeupzkzylbkse 219 53 56.67 56.67 CD work_geqtmszy6nhkdfeupzkzylbkse 219 54 1991 1991 CD work_geqtmszy6nhkdfeupzkzylbkse 219 55 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 219 56 95 95 CD work_geqtmszy6nhkdfeupzkzylbkse 219 57 78.42 78.42 CD work_geqtmszy6nhkdfeupzkzylbkse 219 58 61.33 61.33 CD work_geqtmszy6nhkdfeupzkzylbkse 219 59 66.95 66.95 CD work_geqtmszy6nhkdfeupzkzylbkse 219 60 75.20 75.20 CD work_geqtmszy6nhkdfeupzkzylbkse 219 61 117.86 117.86 CD work_geqtmszy6nhkdfeupzkzylbkse 219 62 168.37 168.37 CD work_geqtmszy6nhkdfeupzkzylbkse 219 63 1992 1992 CD work_geqtmszy6nhkdfeupzkzylbkse 219 64 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 219 65 96 96 CD work_geqtmszy6nhkdfeupzkzylbkse 219 66 116.05 116.05 CD work_geqtmszy6nhkdfeupzkzylbkse 219 67 105.52 105.52 CD work_geqtmszy6nhkdfeupzkzylbkse 219 68 129.35 129.35 CD work_geqtmszy6nhkdfeupzkzylbkse 219 69 100.15 100.15 CD work_geqtmszy6nhkdfeupzkzylbkse 219 70 116.57 116.57 CD work_geqtmszy6nhkdfeupzkzylbkse 219 71 150.68 150.68 CD work_geqtmszy6nhkdfeupzkzylbkse 219 72 1993 1993 CD work_geqtmszy6nhkdfeupzkzylbkse 219 73 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 219 74 97 97 CD work_geqtmszy6nhkdfeupzkzylbkse 219 75 243.36 243.36 CD work_geqtmszy6nhkdfeupzkzylbkse 219 76 286.21 286.21 CD work_geqtmszy6nhkdfeupzkzylbkse 219 77 139.05 139.05 CD work_geqtmszy6nhkdfeupzkzylbkse 219 78 185.51 185.51 CD work_geqtmszy6nhkdfeupzkzylbkse 219 79 266.95 266.95 CD work_geqtmszy6nhkdfeupzkzylbkse 219 80 313.28 313.28 CD work_geqtmszy6nhkdfeupzkzylbkse 219 81 1994 1994 CD work_geqtmszy6nhkdfeupzkzylbkse 219 82 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 219 83 98 98 CD work_geqtmszy6nhkdfeupzkzylbkse 219 84 87.92 87.92 CD work_geqtmszy6nhkdfeupzkzylbkse 219 85 112.57 112.57 CD work_geqtmszy6nhkdfeupzkzylbkse 219 86 113.01 113.01 CD work_geqtmszy6nhkdfeupzkzylbkse 219 87 119.68 119.68 CD work_geqtmszy6nhkdfeupzkzylbkse 219 88 92.17 92.17 CD work_geqtmszy6nhkdfeupzkzylbkse 219 89 63.82 63.82 CD work_geqtmszy6nhkdfeupzkzylbkse 219 90 1995 1995 CD work_geqtmszy6nhkdfeupzkzylbkse 219 91 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 219 92 99 99 CD work_geqtmszy6nhkdfeupzkzylbkse 219 93 133.56 133.56 CD work_geqtmszy6nhkdfeupzkzylbkse 219 94 116.32 116.32 CD work_geqtmszy6nhkdfeupzkzylbkse 219 95 147.61 147.61 CD work_geqtmszy6nhkdfeupzkzylbkse 219 96 164.30 164.30 CD work_geqtmszy6nhkdfeupzkzylbkse 219 97 161.54 161.54 CD work_geqtmszy6nhkdfeupzkzylbkse 219 98 124.49 124.49 CD work_geqtmszy6nhkdfeupzkzylbkse 219 99 1996 1996 CD work_geqtmszy6nhkdfeupzkzylbkse 219 100 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 219 101 00 00 CD work_geqtmszy6nhkdfeupzkzylbkse 219 102 183.72 183.72 CD work_geqtmszy6nhkdfeupzkzylbkse 219 103 153.50 153.50 CD work_geqtmszy6nhkdfeupzkzylbkse 219 104 154.58 154.58 CD work_geqtmszy6nhkdfeupzkzylbkse 219 105 230.02 230.02 CD work_geqtmszy6nhkdfeupzkzylbkse 219 106 177.31 177.31 CD work_geqtmszy6nhkdfeupzkzylbkse 219 107 166.20 166.20 CD work_geqtmszy6nhkdfeupzkzylbkse 219 108 1997 1997 CD work_geqtmszy6nhkdfeupzkzylbkse 219 109 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 219 110 01 01 CD work_geqtmszy6nhkdfeupzkzylbkse 219 111 87.45 87.45 CD work_geqtmszy6nhkdfeupzkzylbkse 219 112 107.53 107.53 CD work_geqtmszy6nhkdfeupzkzylbkse 219 113 88.81 88.81 CD work_geqtmszy6nhkdfeupzkzylbkse 219 114 77.28 77.28 CD work_geqtmszy6nhkdfeupzkzylbkse 219 115 55.54 55.54 CD work_geqtmszy6nhkdfeupzkzylbkse 219 116 102.64 102.64 CD work_geqtmszy6nhkdfeupzkzylbkse 219 117 1998 1998 CD work_geqtmszy6nhkdfeupzkzylbkse 219 118 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 219 119 02 02 CD work_geqtmszy6nhkdfeupzkzylbkse 219 120 115.41 115.41 CD work_geqtmszy6nhkdfeupzkzylbkse 219 121 100.75 100.75 CD work_geqtmszy6nhkdfeupzkzylbkse 219 122 124.84 124.84 CD work_geqtmszy6nhkdfeupzkzylbkse 219 123 107.88 107.88 CD work_geqtmszy6nhkdfeupzkzylbkse 219 124 87.24 87.24 CD work_geqtmszy6nhkdfeupzkzylbkse 219 125 238.22 238.22 CD work_geqtmszy6nhkdfeupzkzylbkse 219 126 1999 1999 CD work_geqtmszy6nhkdfeupzkzylbkse 219 127 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 219 128 03 03 CD work_geqtmszy6nhkdfeupzkzylbkse 219 129 101.81 101.81 CD work_geqtmszy6nhkdfeupzkzylbkse 219 130 146.37 146.37 CD work_geqtmszy6nhkdfeupzkzylbkse 219 131 107.96 107.96 CD work_geqtmszy6nhkdfeupzkzylbkse 219 132 90.72 90.72 CD work_geqtmszy6nhkdfeupzkzylbkse 219 133 59.49 59.49 CD work_geqtmszy6nhkdfeupzkzylbkse 219 134 75.20 75.20 CD work_geqtmszy6nhkdfeupzkzylbkse 219 135 2000 2000 CD work_geqtmszy6nhkdfeupzkzylbkse 219 136 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 219 137 04 04 CD work_geqtmszy6nhkdfeupzkzylbkse 219 138 125.83 125.83 CD work_geqtmszy6nhkdfeupzkzylbkse 219 139 133.20 133.20 CD work_geqtmszy6nhkdfeupzkzylbkse 219 140 135.60 135.60 CD work_geqtmszy6nhkdfeupzkzylbkse 219 141 114.97 114.97 CD work_geqtmszy6nhkdfeupzkzylbkse 219 142 126.85 126.85 CD work_geqtmszy6nhkdfeupzkzylbkse 219 143 92.59 92.59 CD work_geqtmszy6nhkdfeupzkzylbkse 219 144 2001 2001 CD work_geqtmszy6nhkdfeupzkzylbkse 219 145 - - SYM work_geqtmszy6nhkdfeupzkzylbkse 219 146 05 05 CD work_geqtmszy6nhkdfeupzkzylbkse 219 147 175.26 175.26 CD work_geqtmszy6nhkdfeupzkzylbkse 219 148 184.77 184.77 CD work_geqtmszy6nhkdfeupzkzylbkse 219 149 207.06 207.06 CD work_geqtmszy6nhkdfeupzkzylbkse 219 150 179.90 179.90 CD work_geqtmszy6nhkdfeupzkzylbkse 219 151 224.48 224.48 CD work_geqtmszy6nhkdfeupzkzylbkse 219 152 164.71 164.71 CD work_geqtmszy6nhkdfeupzkzylbkse 219 153 15 15 CD work_geqtmszy6nhkdfeupzkzylbkse 219 154 Figure figure NN work_geqtmszy6nhkdfeupzkzylbkse 219 155 2 2 CD work_geqtmszy6nhkdfeupzkzylbkse 219 156 . . . work_geqtmszy6nhkdfeupzkzylbkse 220 1 Adjacent adjacent JJ work_geqtmszy6nhkdfeupzkzylbkse 220 2 year year NN work_geqtmszy6nhkdfeupzkzylbkse 220 3 regression regression NN work_geqtmszy6nhkdfeupzkzylbkse 220 4 indexes index VBZ work_geqtmszy6nhkdfeupzkzylbkse 220 5 0.00 0.00 CD work_geqtmszy6nhkdfeupzkzylbkse 220 6 50.00 50.00 CD work_geqtmszy6nhkdfeupzkzylbkse 220 7 100.00 100.00 CD work_geqtmszy6nhkdfeupzkzylbkse 220 8 150.00 150.00 CD work_geqtmszy6nhkdfeupzkzylbkse 220 9 200.00 200.00 CD work_geqtmszy6nhkdfeupzkzylbkse 220 10 250.00 250.00 CD work_geqtmszy6nhkdfeupzkzylbkse 220 11 d88 d88 CD work_geqtmszy6nhkdfeupzkzylbkse 220 12 d89 d89 NN work_geqtmszy6nhkdfeupzkzylbkse 220 13 d90 d90 CD work_geqtmszy6nhkdfeupzkzylbkse 220 14 d91 d91 CD work_geqtmszy6nhkdfeupzkzylbkse 220 15 d92 d92 CD work_geqtmszy6nhkdfeupzkzylbkse 220 16 d93 d93 NNP work_geqtmszy6nhkdfeupzkzylbkse 220 17 d94 d94 CD work_geqtmszy6nhkdfeupzkzylbkse 220 18 d95 d95 CD work_geqtmszy6nhkdfeupzkzylbkse 220 19 d96 d96 NN work_geqtmszy6nhkdfeupzkzylbkse 220 20 d97 d97 NNP work_geqtmszy6nhkdfeupzkzylbkse 220 21 d98 d98 NNP work_geqtmszy6nhkdfeupzkzylbkse 220 22 d99 d99 NNP work_geqtmszy6nhkdfeupzkzylbkse 220 23 d00 d00 NNP work_geqtmszy6nhkdfeupzkzylbkse 220 24 d01 d01 NNP work_geqtmszy6nhkdfeupzkzylbkse 220 25 d02 d02 NNP work_geqtmszy6nhkdfeupzkzylbkse 220 26 d03 d03 NNP work_geqtmszy6nhkdfeupzkzylbkse 220 27 d04 d04 NN work_geqtmszy6nhkdfeupzkzylbkse 220 28 d05 d05 NN work_geqtmszy6nhkdfeupzkzylbkse 220 29 Index Index NNP work_geqtmszy6nhkdfeupzkzylbkse 220 30 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 220 31 full full JJ work_geqtmszy6nhkdfeupzkzylbkse 220 32 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 220 33 Index index NN work_geqtmszy6nhkdfeupzkzylbkse 220 34 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 220 35 .20 .20 NFP work_geqtmszy6nhkdfeupzkzylbkse 220 36 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 220 37 Index index NN work_geqtmszy6nhkdfeupzkzylbkse 220 38 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 220 39 .40 .40 NFP work_geqtmszy6nhkdfeupzkzylbkse 220 40 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 220 41 Index index NN work_geqtmszy6nhkdfeupzkzylbkse 220 42 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 220 43 .60 .60 NFP work_geqtmszy6nhkdfeupzkzylbkse 220 44 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 220 45 Index index NN work_geqtmszy6nhkdfeupzkzylbkse 220 46 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 220 47 .80 .80 NFP work_geqtmszy6nhkdfeupzkzylbkse 220 48 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 220 49 Index index NN work_geqtmszy6nhkdfeupzkzylbkse 220 50 ( ( -LRB- work_geqtmszy6nhkdfeupzkzylbkse 220 51 .95 .95 CD work_geqtmszy6nhkdfeupzkzylbkse 220 52 ) ) -RRB- work_geqtmszy6nhkdfeupzkzylbkse 220 53 1 1 CD work_geqtmszy6nhkdfeupzkzylbkse 220 54 Figure figure NN work_geqtmszy6nhkdfeupzkzylbkse 220 55 3 3 CD work_geqtmszy6nhkdfeupzkzylbkse 220 56 . . . work_geqtmszy6nhkdfeupzkzylbkse 221 1 Average average JJ work_geqtmszy6nhkdfeupzkzylbkse 221 2 return return NN work_geqtmszy6nhkdfeupzkzylbkse 221 3 and and CC work_geqtmszy6nhkdfeupzkzylbkse 221 4 standard standard JJ work_geqtmszy6nhkdfeupzkzylbkse 221 5 deviation deviation NN work_geqtmszy6nhkdfeupzkzylbkse 221 6 of of IN work_geqtmszy6nhkdfeupzkzylbkse 221 7 5-year 5-year CD work_geqtmszy6nhkdfeupzkzylbkse 221 8 returns return NNS work_geqtmszy6nhkdfeupzkzylbkse 221 9 full full JJ work_geqtmszy6nhkdfeupzkzylbkse 221 10 samp samp NN work_geqtmszy6nhkdfeupzkzylbkse 221 11 le le NNP work_geqtmszy6nhkdfeupzkzylbkse 221 12 0.6 0.6 CD work_geqtmszy6nhkdfeupzkzylbkse 221 13 quant quant NN work_geqtmszy6nhkdfeupzkzylbkse 221 14 0.2 0.2 CD work_geqtmszy6nhkdfeupzkzylbkse 221 15 quant quant JJ work_geqtmszy6nhkdfeupzkzylbkse 221 16 0.8 0.8 CD work_geqtmszy6nhkdfeupzkzylbkse 221 17 quant quant NN work_geqtmszy6nhkdfeupzkzylbkse 221 18 .95 .95 CD work_geqtmszy6nhkdfeupzkzylbkse 221 19 quant quant JJ work_geqtmszy6nhkdfeupzkzylbkse 221 20 0.4 0.4 CD work_geqtmszy6nhkdfeupzkzylbkse 221 21 quant quant NN work_geqtmszy6nhkdfeupzkzylbkse 221 22 0 0 CD work_geqtmszy6nhkdfeupzkzylbkse 221 23 10 10 CD work_geqtmszy6nhkdfeupzkzylbkse 221 24 20 20 CD work_geqtmszy6nhkdfeupzkzylbkse 221 25 30 30 CD work_geqtmszy6nhkdfeupzkzylbkse 221 26 40 40 CD work_geqtmszy6nhkdfeupzkzylbkse 221 27 50 50 CD work_geqtmszy6nhkdfeupzkzylbkse 221 28 60 60 CD work_geqtmszy6nhkdfeupzkzylbkse 221 29 70 70 CD work_geqtmszy6nhkdfeupzkzylbkse 221 30 80 80 CD work_geqtmszy6nhkdfeupzkzylbkse 221 31 90 90 CD work_geqtmszy6nhkdfeupzkzylbkse 221 32 105 105 CD work_geqtmszy6nhkdfeupzkzylbkse 221 33 110 110 CD work_geqtmszy6nhkdfeupzkzylbkse 221 34 115 115 CD work_geqtmszy6nhkdfeupzkzylbkse 221 35 120 120 CD work_geqtmszy6nhkdfeupzkzylbkse 221 36 125 125 CD work_geqtmszy6nhkdfeupzkzylbkse 221 37 130 130 CD work_geqtmszy6nhkdfeupzkzylbkse 221 38 average average JJ work_geqtmszy6nhkdfeupzkzylbkse 221 39 5-year 5-year CD work_geqtmszy6nhkdfeupzkzylbkse 221 40 return return NN work_geqtmszy6nhkdfeupzkzylbkse 221 41 st st NNP work_geqtmszy6nhkdfeupzkzylbkse 221 42 d d NNP work_geqtmszy6nhkdfeupzkzylbkse 221 43 d d NNP work_geqtmszy6nhkdfeupzkzylbkse 221 44 ev ev NNP work_geqtmszy6nhkdfeupzkzylbkse 221 45 ia ia NNP work_geqtmszy6nhkdfeupzkzylbkse 221 46 tio tio NNP work_geqtmszy6nhkdfeupzkzylbkse 221 47 n n NNP work_geqtmszy6nhkdfeupzkzylbkse 221 48 on on IN work_geqtmszy6nhkdfeupzkzylbkse 221 49 5 5 CD work_geqtmszy6nhkdfeupzkzylbkse 221 50 -y -y SYM work_geqtmszy6nhkdfeupzkzylbkse 221 51 ea ea NN work_geqtmszy6nhkdfeupzkzylbkse 221 52 r r NN work_geqtmszy6nhkdfeupzkzylbkse 221 53 re re NN work_geqtmszy6nhkdfeupzkzylbkse 221 54 tu tu NNP work_geqtmszy6nhkdfeupzkzylbkse 221 55 rn rn NNP