
- 595 pages
- English
- PDF
- Available on iOS & Android
About this book
Drawing on the work of internationally acclaimed experts in the field, Handbook of Item Response Theory, Volume One: Models presents all major item response models. This first volume in a three-volume set covers many model developments that have occurred in item response theory (IRT) during the last 20 years. It describes models for different response formats or response processes, the need of deeper parameterization due to a multilevel or hierarchical structure of the response data, and other extensions and insights.
In Volume One, all chapters have a common format with each chapter focusing on one family of models or modeling approach. An introductory section in every chapter includes some history of the model and a motivation of its relevance. Subsequent sections present the model more formally, treat the estimation of its parameters, show how to evaluate its fit to empirical data, illustrate the use of the model through an empirical example, and discuss further applications and remaining research issues.
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Information
Table of contents
- Cover
- Half Title
- Title Page
- Copyright Page
- Contents
- Contents for Statistical Tools
- Contents for Applications
- Preface
- Contributors
- 1. Introduction
- Section I: Dichotomous Models
- Section II: Nominal and Ordinal Models
- Section III: Multidimensional and Multicomponent Models
- Section IV: Models for Response Times
- Section V: Nonparametric Models
- Section VI: Models for Nonmonotone Items
- Section VII: Hierarchical Response Models
- Section VIII: Generalized Modeling Approaches
- Index