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Using R for Item Response Theory Model Applications, Paperback by Paek, Insu;...
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Item specifics
- Condition
- Book Title
- Using R for Item Response Theory Model Applications
- ISBN
- 9781138542792
- Publication Year
- 2019
- Type
- Textbook
- Format
- Trade Paperback
- Language
- English
- Publication Name
- Using R for Item Response Theory Model Applications
- Item Length
- 9.2in
- Publisher
- Routledge
- Item Width
- 6.2in
- Item Weight
- 14.7 Oz
- Number of Pages
- 272 Pages
About this product
Product Information
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 modeling For 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.
Product Identifiers
Publisher
Routledge
ISBN-10
1138542792
ISBN-13
9781138542792
eBay Product ID (ePID)
10038454147
Product Key Features
Publication Name
Using R for Item Response Theory Model Applications
Format
Trade Paperback
Language
English
Publication Year
2019
Type
Textbook
Number of Pages
272 Pages
Dimensions
Item Length
9.2in
Item Width
6.2in
Item Weight
14.7 Oz
Additional Product Features
Lc Classification Number
Bf39.2.I84p43 2020
Table of Content
Preface 1. Introduction 2. Unidimensional IRT with Dichotomous Item Responses 3. Unidimensional IRT with Polytomous Item Responses 4. Unidimensional IRT for Other Applications 5. Multidimensional IRT for Simple Structure 6. Multidimensional IRT for Bifactor Structure 7. Limitations and Caveat
Copyright Date
2020
Target Audience
College Audience
Topic
Programming Languages / General, General, Research, Statistics
Lccn
2019-018219
Dewey Decimal
150.287
Dewey Edition
23
Illustrated
Yes
Genre
Computers, Psychology, Social Science
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eBay item number:364599573397
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