ANALYSIS OF RESIDUALS FOR THE MULTINOMIAL ITEM RESPONSE MODEL

Authors
Citation
M. Reiser, ANALYSIS OF RESIDUALS FOR THE MULTINOMIAL ITEM RESPONSE MODEL, Psychometrika, 61(3), 1996, pp. 509-528
Citations number
38
Categorie Soggetti
Social Sciences, Mathematical Methods","Psychologym Experimental","Mathematical, Methods, Social Sciences","Mathematics, Miscellaneous
Journal title
ISSN journal
00333123
Volume
61
Issue
3
Year of publication
1996
Pages
509 - 528
Database
ISI
SICI code
0033-3123(1996)61:3<509:AORFTM>2.0.ZU;2-R
Abstract
Using the item response model as developed on the multinomial distribu tion, asymptotic variances are obtained for residuals associated with response patterns and first-, and second-order marginal frequencies of manifest variables. When the model does not fit well, an examination of these residuals may reveal the source of the poor fit. Finally, a l imited-information test of fit for the model is developed by using res iduals defined for the first-, and second-order marginals. Model evalu ation based on residuals for these marginals is particularly useful wh en the response pattern frequencies are sparse.