Tenko Raykov, George A. Marcoulides

A Course in Item Response Theory and Modeling with Stata

• Broschiertes Buch

Produktbeschreibung

Over the past several decades, item response theory (IRT) and item response modeling (IRM) have become increasingly popular in the behavioral, educational, social, business, marketing, clinical, and health sciences.

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Produktdetails

• Verlag: Stata Press
• Seitenzahl: 270
• Erscheinungstermin: 25. Januar 2018
• Englisch
• Abmessung: 236mm x 186mm x 20mm
• Gewicht: 590g
• ISBN-13: 9781597182669
• ISBN-10: 1597182664
• Artikelnr.: 52397439

Autorenporträt

Tenko Raykov is Professor of Measurement and Quantitative Methods at Michigan State University. George A. Marcoulides is Distinguished Professor of Research Methodology in the Department of Education at The Gervitz Graduate School of Education and a member of the Quantitative Methodology in Social Sciences Program at the University of California, Santa Barbara.

Inhaltsangabe

Notation and typography. What is item response theory and item response
modeling? Two basic functions for item response theory and item response.
Classical test theory, factor analysis, and their connections to item
response theory Generalized linear modeling, logistic regression, nonlinear
factor analysis, and their links to item response theory and item response
modeling. Fundamentals of item response theory and item response modeling.
First applications of Stata for item response modeling. Item response
theory model fitting and estimation. Information functions and test
characteristic curves Instrument construction and development using
information functions. Differential item functioning. Polytomous item
response models and hybrid models. Introduction to multidimensional item
response theory and modeling