id sid tid token lemma pos hm50tq59w88 1 1 the the DET hm50tq59w88 1 2 two two NUM hm50tq59w88 1 3 - - PUNCT hm50tq59w88 1 4 stage stage NOUN hm50tq59w88 1 5 robust robust ADJ hm50tq59w88 1 6 procedure procedure NOUN hm50tq59w88 1 7 for for ADP hm50tq59w88 1 8 structural structural ADJ hm50tq59w88 1 9 equation equation NOUN hm50tq59w88 1 10 modeling model VERB hm50tq59w88 1 11 with with ADP hm50tq59w88 1 12 nonnormal nonnormal ADJ hm50tq59w88 1 13 missing miss VERB hm50tq59w88 1 14 data datum NOUN hm50tq59w88 1 15 was be AUX hm50tq59w88 1 16 developed develop VERB hm50tq59w88 1 17 , , PUNCT hm50tq59w88 1 18 where where SCONJ hm50tq59w88 1 19 the the DET hm50tq59w88 1 20 saturated saturated ADJ hm50tq59w88 1 21 mean mean NOUN hm50tq59w88 1 22 vector vector NOUN hm50tq59w88 1 23 and and CCONJ hm50tq59w88 1 24 covariance covariance NOUN hm50tq59w88 1 25 matrix matrix NOUN hm50tq59w88 1 26 are be AUX hm50tq59w88 1 27 obtained obtain VERB hm50tq59w88 1 28 by by ADP hm50tq59w88 1 29 robust robust ADJ hm50tq59w88 1 30 m m NOUN hm50tq59w88 1 31 - - PUNCT hm50tq59w88 1 32 estimators estimator NOUN hm50tq59w88 1 33 in in ADP hm50tq59w88 1 34 the the DET hm50tq59w88 1 35 first first ADJ hm50tq59w88 1 36 stage stage NOUN hm50tq59w88 1 37 and and CCONJ hm50tq59w88 1 38 the the DET hm50tq59w88 1 39 robust robust ADJ hm50tq59w88 1 40 estimates estimate NOUN hm50tq59w88 1 41 of of ADP hm50tq59w88 1 42 means mean NOUN hm50tq59w88 1 43 and and CCONJ hm50tq59w88 1 44 covariances covariance NOUN hm50tq59w88 1 45 are be AUX hm50tq59w88 1 46 then then ADV hm50tq59w88 1 47 fittedby fittedby VERB hm50tq59w88 1 48 the the DET hm50tq59w88 1 49 structural structural ADJ hm50tq59w88 1 50 model model NOUN hm50tq59w88 1 51 in in ADP hm50tq59w88 1 52 the the DET hm50tq59w88 1 53 second second ADJ hm50tq59w88 1 54 stage stage NOUN hm50tq59w88 1 55 . . PUNCT hm50tq59w88 2 1 several several ADJ hm50tq59w88 2 2 test test NOUN hm50tq59w88 2 3 statistics statistic NOUN hm50tq59w88 2 4 have have AUX hm50tq59w88 2 5 been be AUX hm50tq59w88 2 6 used use VERB hm50tq59w88 2 7 to to PART hm50tq59w88 2 8 evaluate evaluate VERB hm50tq59w88 2 9 the the DET hm50tq59w88 2 10 two two NUM hm50tq59w88 2 11 - - PUNCT hm50tq59w88 2 12 stage stage NOUN hm50tq59w88 2 13 robust robust ADJ hm50tq59w88 2 14 method method NOUN hm50tq59w88 2 15 . . PUNCT hm50tq59w88 3 1 although although SCONJ hm50tq59w88 3 2 theperformance theperformance PROPN hm50tq59w88 3 3 of of ADP hm50tq59w88 3 4 those those DET hm50tq59w88 3 5 test test NOUN hm50tq59w88 3 6 statistics statistic NOUN hm50tq59w88 3 7 for for ADP hm50tq59w88 3 8 complete complete ADJ hm50tq59w88 3 9 data datum NOUN hm50tq59w88 3 10 has have AUX hm50tq59w88 3 11 been be AUX hm50tq59w88 3 12 evaluated evaluate VERB hm50tq59w88 3 13 and and CCONJ hm50tq59w88 3 14 compared compare VERB hm50tq59w88 3 15 in in ADP hm50tq59w88 3 16 the the DET hm50tq59w88 3 17 literature literature NOUN hm50tq59w88 3 18 , , PUNCT hm50tq59w88 3 19 their their PRON hm50tq59w88 3 20 properties property NOUN hm50tq59w88 3 21 for for ADP hm50tq59w88 3 22 incomplete incomplete ADJ hm50tq59w88 3 23 nonnormal nonnormal ADJ hm50tq59w88 3 24 data datum NOUN hm50tq59w88 3 25 have have AUX hm50tq59w88 3 26 never never ADV hm50tq59w88 3 27 been be AUX hm50tq59w88 3 28 studied study VERB hm50tq59w88 3 29 . . PUNCT hm50tq59w88 4 1 this this DET hm50tq59w88 4 2 article article NOUN hm50tq59w88 4 3 aims aim VERB hm50tq59w88 4 4 to to PART hm50tq59w88 4 5 systematically systematically ADV hm50tq59w88 4 6 evaluate evaluate VERB hm50tq59w88 4 7 and and CCONJ hm50tq59w88 4 8 compare compare VERB hm50tq59w88 4 9 five five NUM hm50tq59w88 4 10 test test NOUN hm50tq59w88 4 11 statistics statistic NOUN hm50tq59w88 4 12 , , PUNCT hm50tq59w88 4 13 including include VERB hm50tq59w88 4 14 the the DET hm50tq59w88 4 15 naive naive ADJ hm50tq59w88 4 16 test test NOUN hm50tq59w88 4 17 statistic statistic NOUN hm50tq59w88 4 18 derived derive VERB hm50tq59w88 4 19 from from ADP hm50tq59w88 4 20 normal normal ADJ hm50tq59w88 4 21 - - PUNCT hm50tq59w88 4 22 distribution distribution NOUN hm50tq59w88 4 23 - - PUNCT hm50tq59w88 4 24 based base VERB hm50tq59w88 4 25 maximum maximum ADJ hm50tq59w88 4 26 likelihood likelihood NOUN hm50tq59w88 4 27 , , PUNCT hm50tq59w88 4 28 a a DET hm50tq59w88 4 29 rescaled rescale VERB hm50tq59w88 4 30 chi chi ADJ hm50tq59w88 4 31 - - PUNCT hm50tq59w88 4 32 square square ADJ hm50tq59w88 4 33 statistic statistic NOUN hm50tq59w88 4 34 , , PUNCT hm50tq59w88 4 35 an an DET hm50tq59w88 4 36 adjusted adjust VERB hm50tq59w88 4 37 chi chi ADJ hm50tq59w88 4 38 - - PUNCT hm50tq59w88 4 39 square square ADJ hm50tq59w88 4 40 statistic statistic NOUN hm50tq59w88 4 41 , , PUNCT hm50tq59w88 4 42 a a DET hm50tq59w88 4 43 corrected correct VERB hm50tq59w88 4 44 residual residual ADJ hm50tq59w88 4 45 - - PUNCT hm50tq59w88 4 46 based base VERB hm50tq59w88 4 47 asymptotical asymptotical ADJ hm50tq59w88 4 48 distribution distribution NOUN hm50tq59w88 4 49 free free ADJ hm50tq59w88 4 50 chi chi ADJ hm50tq59w88 4 51 - - PUNCT hm50tq59w88 4 52 square square ADJ hm50tq59w88 4 53 statistic statistic NOUN hm50tq59w88 4 54 , , PUNCT hm50tq59w88 4 55 and and CCONJ hm50tq59w88 4 56 a a DET hm50tq59w88 4 57 residual residual ADJ hm50tq59w88 4 58 - - PUNCT hm50tq59w88 4 59 based base VERB hm50tq59w88 4 60 f f PROPN hm50tq59w88 4 61 - - PUNCT hm50tq59w88 4 62 statistic statistic PROPN hm50tq59w88 4 63 . . PUNCT hm50tq59w88 5 1 these these DET hm50tq59w88 5 2 statistics statistic NOUN hm50tq59w88 5 3 areevaluated areevaluate VERB hm50tq59w88 5 4 under under ADP hm50tq59w88 5 5 a a DET hm50tq59w88 5 6 linear linear ADJ hm50tq59w88 5 7 growth growth NOUN hm50tq59w88 5 8 curve curve NOUN hm50tq59w88 5 9 model model NOUN hm50tq59w88 5 10 by by ADP hm50tq59w88 5 11 varying vary VERB hm50tq59w88 5 12 eight eight NUM hm50tq59w88 5 13 factors factor NOUN hm50tq59w88 5 14 : : PUNCT hm50tq59w88 5 15 data datum NOUN hm50tq59w88 5 16 distributions distribution NOUN hm50tq59w88 5 17 , , PUNCT hm50tq59w88 5 18 missing miss VERB hm50tq59w88 5 19 data datum NOUN hm50tq59w88 5 20 mechanisms mechanism NOUN hm50tq59w88 5 21 , , PUNCT hm50tq59w88 5 22 missing miss VERB hm50tq59w88 5 23 rates rate NOUN hm50tq59w88 5 24 , , PUNCT hm50tq59w88 5 25 samplesizes samplesize NOUN hm50tq59w88 5 26 , , PUNCT hm50tq59w88 5 27 numbers number NOUN hm50tq59w88 5 28 of of ADP hm50tq59w88 5 29 measurement measurement NOUN hm50tq59w88 5 30 occasions occasion NOUN hm50tq59w88 5 31 , , PUNCT hm50tq59w88 5 32 covariances covariance NOUN hm50tq59w88 5 33 between between ADP hm50tq59w88 5 34 latent latent ADJ hm50tq59w88 5 35 intercept intercept NOUN hm50tq59w88 5 36 and and CCONJ hm50tq59w88 5 37 slope slope NOUN hm50tq59w88 5 38 , , PUNCT hm50tq59w88 5 39 variances variance NOUN hm50tq59w88 5 40 of of ADP hm50tq59w88 5 41 measurement measurement NOUN hm50tq59w88 5 42 errors error NOUN hm50tq59w88 5 43 , , PUNCT hm50tq59w88 5 44 and and CCONJ hm50tq59w88 5 45 downweight downweight ADJ hm50tq59w88 5 46 rates rate NOUN hm50tq59w88 5 47 of of ADP hm50tq59w88 5 48 the the DET hm50tq59w88 5 49 two two NUM hm50tq59w88 5 50 - - PUNCT hm50tq59w88 5 51 stage stage NOUN hm50tq59w88 5 52 robust robust ADJ hm50tq59w88 5 53 method method NOUN hm50tq59w88 5 54 . . PUNCT hm50tq59w88 6 1 when when SCONJ hm50tq59w88 6 2 the the DET hm50tq59w88 6 3 missingness missingness NOUN hm50tq59w88 6 4 exists exist VERB hm50tq59w88 6 5 , , PUNCT hm50tq59w88 6 6 the the DET hm50tq59w88 6 7 test test NOUN hm50tq59w88 6 8 statistic statistic NOUN hm50tq59w88 6 9 derived derive VERB hm50tq59w88 6 10 from from ADP hm50tq59w88 6 11 the the DET hm50tq59w88 6 12 two two NUM hm50tq59w88 6 13 - - PUNCT hm50tq59w88 6 14 stage stage NOUN hm50tq59w88 6 15 normal normal ADJ hm50tq59w88 6 16 - - PUNCT hm50tq59w88 6 17 distribution distribution NOUN hm50tq59w88 6 18 - - PUNCT hm50tq59w88 6 19 based base VERB hm50tq59w88 6 20 maximum maximum ADJ hm50tq59w88 6 21 likelihood likelihood NOUN hm50tq59w88 6 22 performs perform VERB hm50tq59w88 6 23 worse bad ADJ hm50tq59w88 6 24 than than ADP hm50tq59w88 6 25 the the DET hm50tq59w88 6 26 other other ADJ hm50tq59w88 6 27 four four NUM hm50tq59w88 6 28 test test NOUN hm50tq59w88 6 29 statistics statistic NOUN hm50tq59w88 6 30 . . PUNCT hm50tq59w88 7 1 application application NOUN hm50tq59w88 7 2 of of ADP hm50tq59w88 7 3 the the DET hm50tq59w88 7 4 two two NUM hm50tq59w88 7 5 - - PUNCT hm50tq59w88 7 6 stage stage NOUN hm50tq59w88 7 7 robust robust ADJ hm50tq59w88 7 8 method method NOUN hm50tq59w88 7 9 and and CCONJ hm50tq59w88 7 10 of of ADP hm50tq59w88 7 11 the the DET hm50tq59w88 7 12 test test NOUN hm50tq59w88 7 13 statistics statistic NOUN hm50tq59w88 7 14 is be AUX hm50tq59w88 7 15 illustrated illustrate VERB hm50tq59w88 7 16 through through ADP hm50tq59w88 7 17 growth growth NOUN hm50tq59w88 7 18 curve curve NOUN hm50tq59w88 7 19 analysis analysis NOUN hm50tq59w88 7 20 of of ADP hm50tq59w88 7 21 mathematical mathematical ADJ hm50tq59w88 7 22 ability ability NOUN hm50tq59w88 7 23 development development NOUN hm50tq59w88 7 24 , , PUNCT hm50tq59w88 7 25 using use VERB hm50tq59w88 7 26 data datum NOUN hm50tq59w88 7 27 on on ADP hm50tq59w88 7 28 the the DET hm50tq59w88 7 29 peabody peabody NOUN hm50tq59w88 7 30 individual individual ADJ hm50tq59w88 7 31 achievement achievement NOUN hm50tq59w88 7 32 test test NOUN hm50tq59w88 7 33 ( ( PUNCT hm50tq59w88 7 34 piat piat PROPN hm50tq59w88 7 35 ) ) PUNCT hm50tq59w88 7 36 mathematics mathematic NOUN hm50tq59w88 7 37 assessment assessment NOUN hm50tq59w88 7 38 from from ADP hm50tq59w88 7 39 the the DET hm50tq59w88 7 40 national national PROPN hm50tq59w88 7 41 longitudinal longitudinal ADJ hm50tq59w88 7 42 survey survey NOUN hm50tq59w88 7 43 of of ADP hm50tq59w88 7 44 youth youth NOUN hm50tq59w88 7 45 1997 1997 NUM hm50tq59w88 7 46 cohort cohort NOUN hm50tq59w88 7 47 . . PUNCT