id sid tid token lemma pos m326m041w2z 1 1 a a DET m326m041w2z 1 2 major major ADJ m326m041w2z 1 3 issue issue NOUN m326m041w2z 1 4 in in ADP m326m041w2z 1 5 the the DET m326m041w2z 1 6 utilization utilization NOUN m326m041w2z 1 7 of of ADP m326m041w2z 1 8 covariance covariance NOUN m326m041w2z 1 9 structure structure NOUN m326m041w2z 1 10 analysis analysis NOUN m326m041w2z 1 11 is be AUX m326m041w2z 1 12 model model ADJ m326m041w2z 1 13 misfit misfit NOUN m326m041w2z 1 14 evaluation evaluation NOUN m326m041w2z 1 15 . . PUNCT m326m041w2z 2 1 recent recent ADJ m326m041w2z 2 2 years year NOUN m326m041w2z 2 3 have have AUX m326m041w2z 2 4 witnessed witness VERB m326m041w2z 2 5 increasing increase VERB m326m041w2z 2 6 interest interest NOUN m326m041w2z 2 7 in in ADP m326m041w2z 2 8 various various ADJ m326m041w2z 2 9 test test NOUN m326m041w2z 2 10 statistics statistic NOUN m326m041w2z 2 11 and and CCONJ m326m041w2z 2 12 so so ADV m326m041w2z 2 13 - - PUNCT m326m041w2z 2 14 called call VERB m326m041w2z 2 15 fit fit ADJ m326m041w2z 2 16 indices index NOUN m326m041w2z 2 17 , , PUNCT m326m041w2z 2 18 most most ADJ m326m041w2z 2 19 of of ADP m326m041w2z 2 20 which which PRON m326m041w2z 2 21 are be AUX m326m041w2z 2 22 actually actually ADV m326m041w2z 2 23 based base VERB m326m041w2z 2 24 on on ADP m326m041w2z 2 25 or or CCONJ m326m041w2z 2 26 closely closely ADV m326m041w2z 2 27 related related ADJ m326m041w2z 2 28 to to ADP m326m041w2z 2 29 f0 f0 PROPN m326m041w2z 2 30 , , PUNCT m326m041w2z 2 31 a a DET m326m041w2z 2 32 measure measure NOUN m326m041w2z 2 33 of of ADP m326m041w2z 2 34 model model NOUN m326m041w2z 2 35 misfit misfit NOUN m326m041w2z 2 36 in in ADP m326m041w2z 2 37 the the DET m326m041w2z 2 38 population population NOUN m326m041w2z 2 39 . . PUNCT m326m041w2z 3 1 the the DET m326m041w2z 3 2 present present ADJ m326m041w2z 3 3 study study NOUN m326m041w2z 3 4 aims aim VERB m326m041w2z 3 5 to to PART m326m041w2z 3 6 provide provide VERB m326m041w2z 3 7 a a DET m326m041w2z 3 8 systematic systematic ADJ m326m041w2z 3 9 investigation investigation NOUN m326m041w2z 3 10 about about ADP m326m041w2z 3 11 the the DET m326m041w2z 3 12 performance performance NOUN m326m041w2z 3 13 of of ADP m326m041w2z 3 14 four four NUM m326m041w2z 3 15 estimators estimator NOUN m326m041w2z 3 16 of of ADP m326m041w2z 3 17 f0 f0 PROPN m326m041w2z 3 18 available available ADJ m326m041w2z 3 19 . . PUNCT m326m041w2z 4 1 f01 f01 PROPN m326m041w2z 4 2 is be AUX m326m041w2z 4 3 the the DET m326m041w2z 4 4 conventional conventional ADJ m326m041w2z 4 5 estimator estimator NOUN m326m041w2z 4 6 and and CCONJ m326m041w2z 4 7 is be AUX m326m041w2z 4 8 based base VERB m326m041w2z 4 9 on on ADP m326m041w2z 4 10 noncentral noncentral ADJ m326m041w2z 4 11 chi chi ADJ m326m041w2z 4 12 - - PUNCT m326m041w2z 4 13 square square ADJ m326m041w2z 4 14 approximation approximation NOUN m326m041w2z 4 15 . . PUNCT m326m041w2z 5 1 f02 f02 NOUN m326m041w2z 5 2 is be AUX m326m041w2z 5 3 newly newly ADV m326m041w2z 5 4 proposed propose VERB m326m041w2z 5 5 and and CCONJ m326m041w2z 5 6 does do AUX m326m041w2z 5 7 not not PART m326m041w2z 5 8 assume assume VERB m326m041w2z 5 9 noncentral noncentral ADJ m326m041w2z 5 10 chi chi ADJ m326m041w2z 5 11 - - PUNCT m326m041w2z 5 12 square square ADJ m326m041w2z 5 13 approximation approximation NOUN m326m041w2z 5 14 . . PUNCT m326m041w2z 6 1 f03 f03 PROPN m326m041w2z 6 2 and and CCONJ m326m041w2z 6 3 f04 f04 NOUN m326m041w2z 6 4 are be AUX m326m041w2z 6 5 derivatives derivative NOUN m326m041w2z 6 6 of of ADP m326m041w2z 6 7 f02 f02 NOUN m326m041w2z 6 8 . . PUNCT m326m041w2z 7 1 a a DET m326m041w2z 7 2 monte monte PROPN m326m041w2z 7 3 carlo carlo PROPN m326m041w2z 7 4 simulation simulation PROPN m326m041w2z 7 5 study study NOUN m326m041w2z 7 6 is be AUX m326m041w2z 7 7 conducted conduct VERB m326m041w2z 7 8 to to PART m326m041w2z 7 9 examine examine VERB m326m041w2z 7 10 how how SCONJ m326m041w2z 7 11 the the DET m326m041w2z 7 12 above above ADJ m326m041w2z 7 13 four four NUM m326m041w2z 7 14 estimators estimator NOUN m326m041w2z 7 15 of of ADP m326m041w2z 7 16 f0 f0 PROPN m326m041w2z 7 17 perform perform VERB m326m041w2z 7 18 across across ADP m326m041w2z 7 19 varying vary VERB m326m041w2z 7 20 model model NOUN m326m041w2z 7 21 misspecifications misspecification NOUN m326m041w2z 7 22 , , PUNCT m326m041w2z 7 23 data data NOUN m326m041w2z 7 24 distributions distribution NOUN m326m041w2z 7 25 , , PUNCT m326m041w2z 7 26 model model NOUN m326m041w2z 7 27 complexities complexity NOUN m326m041w2z 7 28 , , PUNCT m326m041w2z 7 29 and and CCONJ m326m041w2z 7 30 sample sample NOUN m326m041w2z 7 31 sizes size NOUN m326m041w2z 7 32 . . PUNCT m326m041w2z 8 1 although although SCONJ m326m041w2z 8 2 all all DET m326m041w2z 8 3 four four NUM m326m041w2z 8 4 quantities quantity NOUN m326m041w2z 8 5 estimate estimate VERB m326m041w2z 8 6 f0 f0 PROPN m326m041w2z 8 7 satisfactorily satisfactorily ADV m326m041w2z 8 8 under under ADP m326m041w2z 8 9 normality normality ADJ m326m041w2z 8 10 , , PUNCT m326m041w2z 8 11 the the DET m326m041w2z 8 12 results result NOUN m326m041w2z 8 13 favor favor VERB m326m041w2z 8 14 f02 f02 NOUN m326m041w2z 8 15 due due ADP m326m041w2z 8 16 to to ADP m326m041w2z 8 17 its its PRON m326m041w2z 8 18 relative relative ADJ m326m041w2z 8 19 robustness robustness NOUN m326m041w2z 8 20 to to ADP m326m041w2z 8 21 data datum NOUN m326m041w2z 8 22 nonnormality nonnormality PROPN m326m041w2z 8 23 . . PUNCT m326m041w2z 9 1 issues issue NOUN m326m041w2z 9 2 related relate VERB m326m041w2z 9 3 to to ADP m326m041w2z 9 4 our our PRON m326m041w2z 9 5 findings finding NOUN m326m041w2z 9 6 are be AUX m326m041w2z 9 7 discussed discuss VERB m326m041w2z 9 8 . . PUNCT