id sid tid token lemma pos 4m90dv15w9b 1 1 sem sem PROPN 4m90dv15w9b 1 2 is be AUX 4m90dv15w9b 1 3 often often ADV 4m90dv15w9b 1 4 preferred prefer VERB 4m90dv15w9b 1 5 over over ADP 4m90dv15w9b 1 6 multiple multiple ADJ 4m90dv15w9b 1 7 regression regression NOUN 4m90dv15w9b 1 8 due due ADP 4m90dv15w9b 1 9 to to ADP 4m90dv15w9b 1 10 the the DET 4m90dv15w9b 1 11 many many ADJ 4m90dv15w9b 1 12 statistical statistical ADJ 4m90dv15w9b 1 13 and and CCONJ 4m90dv15w9b 1 14 conceptual conceptual ADJ 4m90dv15w9b 1 15 advantages advantage NOUN 4m90dv15w9b 1 16 . . PUNCT 4m90dv15w9b 2 1 one one NUM 4m90dv15w9b 2 2 of of ADP 4m90dv15w9b 2 3 these these PRON 4m90dv15w9b 2 4 is be AUX 4m90dv15w9b 2 5 its its PRON 4m90dv15w9b 2 6 ability ability NOUN 4m90dv15w9b 2 7 to to PART 4m90dv15w9b 2 8 account account VERB 4m90dv15w9b 2 9 for for ADP 4m90dv15w9b 2 10 measurement measurement NOUN 4m90dv15w9b 2 11 error error NOUN 4m90dv15w9b 2 12 and and CCONJ 4m90dv15w9b 2 13 obtain obtain VERB 4m90dv15w9b 2 14 unbiased unbiased ADJ 4m90dv15w9b 2 15 estimates estimate NOUN 4m90dv15w9b 2 16 of of ADP 4m90dv15w9b 2 17 the the DET 4m90dv15w9b 2 18 relationships relationship NOUN 4m90dv15w9b 2 19 between between ADP 4m90dv15w9b 2 20 latent latent ADJ 4m90dv15w9b 2 21 variables variable NOUN 4m90dv15w9b 2 22 . . PUNCT 4m90dv15w9b 3 1 this this DET 4m90dv15w9b 3 2 decrease decrease NOUN 4m90dv15w9b 3 3 in in ADP 4m90dv15w9b 3 4 bias bias NOUN 4m90dv15w9b 3 5 does do AUX 4m90dv15w9b 3 6 not not PART 4m90dv15w9b 3 7 come come VERB 4m90dv15w9b 3 8 without without ADP 4m90dv15w9b 3 9 cost cost NOUN 4m90dv15w9b 3 10 as as SCONJ 4m90dv15w9b 3 11 sem sem PROPN 4m90dv15w9b 3 12 suffers suffer VERB 4m90dv15w9b 3 13 from from ADP 4m90dv15w9b 3 14 decreased decrease VERB 4m90dv15w9b 3 15 precision precision NOUN 4m90dv15w9b 3 16 of of ADP 4m90dv15w9b 3 17 parameter parameter NOUN 4m90dv15w9b 3 18 estimates estimate NOUN 4m90dv15w9b 3 19 as as SCONJ 4m90dv15w9b 3 20 compared compare VERB 4m90dv15w9b 3 21 to to ADP 4m90dv15w9b 3 22 multiple multiple ADJ 4m90dv15w9b 3 23 regression regression NOUN 4m90dv15w9b 3 24 . . PUNCT 4m90dv15w9b 4 1 reduced reduce VERB 4m90dv15w9b 4 2 precision precision NOUN 4m90dv15w9b 4 3 is be AUX 4m90dv15w9b 4 4 a a DET 4m90dv15w9b 4 5 consequence consequence NOUN 4m90dv15w9b 4 6 of of ADP 4m90dv15w9b 4 7 increased increase VERB 4m90dv15w9b 4 8 model model NOUN 4m90dv15w9b 4 9 complexity complexity NOUN 4m90dv15w9b 4 10 as as ADV 4m90dv15w9b 4 11 well well ADV 4m90dv15w9b 4 12 as as ADP 4m90dv15w9b 4 13 the the DET 4m90dv15w9b 4 14 increased increase VERB 4m90dv15w9b 4 15 effect effect NOUN 4m90dv15w9b 4 16 of of ADP 4m90dv15w9b 4 17 collinearity collinearity NOUN 4m90dv15w9b 4 18 due due ADP 4m90dv15w9b 4 19 to to ADP 4m90dv15w9b 4 20 the the DET 4m90dv15w9b 4 21 dissattenuation dissattenuation NOUN 4m90dv15w9b 4 22 of of ADP 4m90dv15w9b 4 23 the the DET 4m90dv15w9b 4 24 correlation correlation NOUN 4m90dv15w9b 4 25 between between ADP 4m90dv15w9b 4 26 latent latent ADJ 4m90dv15w9b 4 27 predictors predictor NOUN 4m90dv15w9b 4 28 . . PUNCT 4m90dv15w9b 5 1 this this DET 4m90dv15w9b 5 2 paper paper NOUN 4m90dv15w9b 5 3 examines examine VERB 4m90dv15w9b 5 4 the the DET 4m90dv15w9b 5 5 bias bias NOUN 4m90dv15w9b 5 6 , , PUNCT 4m90dv15w9b 5 7 precision precision NOUN 4m90dv15w9b 5 8 , , PUNCT 4m90dv15w9b 5 9 accuracy accuracy NOUN 4m90dv15w9b 5 10 , , PUNCT 4m90dv15w9b 5 11 and and CCONJ 4m90dv15w9b 5 12 confidence confidence NOUN 4m90dv15w9b 5 13 interval interval NOUN 4m90dv15w9b 5 14 coverage coverage NOUN 4m90dv15w9b 5 15 of of ADP 4m90dv15w9b 5 16 parameter parameter NOUN 4m90dv15w9b 5 17 estimates estimate NOUN 4m90dv15w9b 5 18 in in ADP 4m90dv15w9b 5 19 sem sem PROPN 4m90dv15w9b 5 20 and and CCONJ 4m90dv15w9b 5 21 multiple multiple ADJ 4m90dv15w9b 5 22 regression regression NOUN 4m90dv15w9b 5 23 . . PUNCT 4m90dv15w9b 6 1 results result NOUN 4m90dv15w9b 6 2 show show VERB 4m90dv15w9b 6 3 that that SCONJ 4m90dv15w9b 6 4 with with SCONJ 4m90dv15w9b 6 5 small small ADJ 4m90dv15w9b 6 6 sample sample NOUN 4m90dv15w9b 6 7 sizes size NOUN 4m90dv15w9b 6 8 multiple multiple ADJ 4m90dv15w9b 6 9 regression regression NOUN 4m90dv15w9b 6 10 can can AUX 4m90dv15w9b 6 11 often often ADV 4m90dv15w9b 6 12 produce produce VERB 4m90dv15w9b 6 13 parameter parameter NOUN 4m90dv15w9b 6 14 estimates estimate NOUN 4m90dv15w9b 6 15 that that PRON 4m90dv15w9b 6 16 are be AUX 4m90dv15w9b 6 17 more more ADV 4m90dv15w9b 6 18 accurate accurate ADJ 4m90dv15w9b 6 19 than than ADP 4m90dv15w9b 6 20 sem sem PROPN 4m90dv15w9b 6 21 even even ADV 4m90dv15w9b 6 22 though though SCONJ 4m90dv15w9b 6 23 the the DET 4m90dv15w9b 6 24 estimates estimate NOUN 4m90dv15w9b 6 25 are be AUX 4m90dv15w9b 6 26 biased biased ADJ 4m90dv15w9b 6 27 . . PUNCT 4m90dv15w9b 7 1 multiple multiple ADJ 4m90dv15w9b 7 2 factors factor NOUN 4m90dv15w9b 7 3 that that PRON 4m90dv15w9b 7 4 affect affect VERB 4m90dv15w9b 7 5 the the DET 4m90dv15w9b 7 6 accuracy accuracy NOUN 4m90dv15w9b 7 7 of of ADP 4m90dv15w9b 7 8 estimates estimate NOUN 4m90dv15w9b 7 9 are be AUX 4m90dv15w9b 7 10 explored explore VERB 4m90dv15w9b 7 11 and and CCONJ 4m90dv15w9b 7 12 some some DET 4m90dv15w9b 7 13 suggestions suggestion NOUN 4m90dv15w9b 7 14 are be AUX 4m90dv15w9b 7 15 provided provide VERB 4m90dv15w9b 7 16 for for ADP 4m90dv15w9b 7 17 researchers researcher NOUN 4m90dv15w9b 7 18 . . PUNCT