Explanatory Item Response Models: A Generalized Linear and Nonlinear Approach

Explanatory Item Response Models: A Generalized Linear and Nonlinear Approach

Paperback(Softcover reprint of the original 1st ed. 2004)

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Product Details

ISBN-13: 9781441923233
Publisher: Springer New York
Publication date: 12/12/2011
Series: Statistics for Social and Behavioral Sciences
Edition description: Softcover reprint of the original 1st ed. 2004
Pages: 382
Product dimensions: 6.10(w) x 9.25(h) x 0.03(d)

Table of Contents

1 A framework for item response models.- 2 Descriptive and explanatory item response models.- 3 Models for polytomous data.- 4 An Introduction to (Generalized (Non)Linear Mixed Models.- 5 Person regression models.- 6 Models with item and item group predictors.- 7 Person-by-item predictors.- 8 Multiple person dimensions and latent item predictors.- 9 Latent item predictors with fixed effects.- 10 Models for residual dependencies.- 11 Mixture Models.- 12 Estimation and software.- Afterword.

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