Using R for Item Response Theory Model Applications Paperback / softback
by Insu (Florida State University, USA) Paek, Ki (Oklahoma State University, USA) Cole
Paperback / softback
Description
Item response theory (IRT) is widely used in education and psychology and is expanding its applications to other social science areas, medical research, and business as well.
Using R for Item Response Theory Model Applications is a practical guide for students, instructors, practitioners, and applied researchers who want to learn how to properly use R IRT packages to perform IRT model calibrations with their own data. This book provides practical line-by-line descriptions of how to use R IRT packages for various IRT models.
The scope and coverage of the modeling in the book covers almost all models used in practice and in popular research, including: dichotomous response modeling polytomous response modeling mixed format data modeling concurrent multiple group modeling fixed item parameter calibration modelling with latent regression to include person-level covariate(s) simple structure, or between-item, multidimensional modeling cross-loading, or within-item, multidimensional modeling high-dimensional modeling bifactor modeling testlet modeling two-tier modelingFor beginners, this book provides a straightforward guide to learn how to use R for IRT applications.
For more intermediate learners of IRT or users of R, this book will serve as a great time-saving tool for learning how to create the proper syntax, fit the various models, evaluate the models, and interpret the output using popular R IRT packages.
Information
-
Only a few left - usually despatched within 24 hours
- Format:Paperback / softback
- Pages:272 pages, 19 Line drawings, black and white; 2 Halftones, black and white; 21 Illustrations, black
- Publisher:Taylor & Francis Ltd
- Publication Date:10/09/2019
- Category:
- ISBN:9781138542792
£39.99
£36.35
Information
-
Only a few left - usually despatched within 24 hours
- Format:Paperback / softback
- Pages:272 pages, 19 Line drawings, black and white; 2 Halftones, black and white; 21 Illustrations, black
- Publisher:Taylor & Francis Ltd
- Publication Date:10/09/2019
- Category:
- ISBN:9781138542792
