Multidimensional Item Response Theory

Author:   M.D. Reckase
Publisher:   Springer-Verlag New York Inc.
Edition:   2009 ed.
ISBN:  

9781461417149


Pages:   354
Publication Date:   02 December 2011
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Multidimensional Item Response Theory


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Overview

Multidimensional Item Response Theory is the first book to give thorough coverage to this emerging area of psychometrics. The book describes the commonly used multidimensional item response theory (MIRT) models and the important methods needed for their practical application. These methods include ways to determine the number of dimensions required to adequately model data, procedures for estimating model parameters, ways to define the space for a MIRT model, and procedures for transforming calibrations from different samples to put them in the same space. A full chapter is devoted to methods for multidimensional computerized adaptive testing. The text is appropriate for an advanced course in psychometric theory or as a reference work for those interested in applying MIRT methodology. A working knowledge of unidimensional item response theory and matrix algebra is assumed. Knowledge of factor analysis is also helpful.

Full Product Details

Author:   M.D. Reckase
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   2009 ed.
Dimensions:   Width: 15.50cm , Height: 1.90cm , Length: 23.50cm
Weight:   0.557kg
ISBN:  

9781461417149


ISBN 10:   1461417147
Pages:   354
Publication Date:   02 December 2011
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Introduction.- Historical background for Multidimensional Item Response Theory (MIRT).- Unidimensional Item Response Theory models.- Multidimensional Item Response Theory models.- Statistical descriptions of item and test functioning.- Estimation of item and person parameters.- Analyzing the structure of test data.- Transforming parameter estimates to a specified coordinate system.- Linking and scaling.- Computerized adaptive testing using MIRT.

Reviews

From the reviews: This book is the result of the author's many years of work in multidimensional item response theory (MIRT) work that builds on the foundations laid by item response theory (IRT) and factor analysis pioneers. ! In summary this book seeks to present a complex topic in a readable fashion ! . helpful to many IRT researchers especially to young researchers who will further develop theory and apply MIRT in their research--not only in psychology but in other areas of science. (Fumiko Samfjima, Journal of the American Statistical Association, Vol. 106 (493), March, 2011)


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