A Course in Item Response Theory and Modeling with Stata - Brossura

Raykov, Tenko; Marcoulides, George A.

Brossura

ISBN 10: 1597182664 ISBN 13: 9781597182669

Casa editrice: Stata Press, 2018

Riassunto

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. In this book, Raykov and Marcoulides begin with a nontraditional approach to IRT and IRM that is based on their connections to classical test theory, (nonlinear) factor analysis, generalized linear modeling, and logistic regression. Application-oriented discussions follow next. These cover the one-, two-, and three-parameter logistic models, polytomous item response models (with nominal or ordinal items), item and test information functions, instrument construction and development, hybrid models, differential item functioning, and an introduction to multidimensional

IRT and IRM. The pertinent analytic and modeling capabilities of Stata are thoroughly discussed, highlighted, and illustrated on empirical examples from behavioral and social research.

Su questo libro

Informazioni sull'autore

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.

Dettagli dell'edizione

• Editore: Stata Press
• Data di pubblicazione: 2018
• Lingua: Inglese
• ISBN 10: 1597182664
• ISBN 13: 9781597182669
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 270
• Contatto del produttore: Taylor and Francis, GPSR Taylor and Francis; gpsr@taylorandfrancis.com; ; Taylor & Francis Verlag GmbH, Kaufingerstraße 24; München; 80331; Germania