Handbook of item response theory
Author(s)
Bibliographic Information
Handbook of item response theory
(Statistics in the social and behavioral sciences series)
CRC Press, 2019
- v. 2 : pbk.
- Other Title
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Statistical tools
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Note
Includes bibliographical references and index
Vol. 1. Models -- v. 2. Statistical tools -- v. 3. Applications
Description and Table of Contents
Description
Drawing on the work of internationally acclaimed experts in the field, Handbook of Item Response Theory, Volume Two: Statistical Tools presents classical and modern statistical tools used in item response theory (IRT). While IRT heavily depends on the use of statistical tools for handling its models and applications, systematic introductions and reviews that emphasize their relevance to IRT are hardly found in the statistical literature. This second volume in a three-volume set fills this void.
Volume Two covers common probability distributions, the issue of models with both intentional and nuisance parameters, the use of information criteria, methods for dealing with missing data, and model identification issues. It also addresses recent developments in parameter estimation and model fit and comparison, such as Bayesian approaches, specifically Markov chain Monte Carlo (MCMC) methods.
Table of Contents
Basic Tools. Modeling Issues. Parameter Estimation. Model Fit and Comparison.
by "Nielsen BookData"