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Introduction to Nonparametric Item Response Theory

Introduction to Nonparametric Item Response Theory

Authors
Publisher SAGE Publications Inc
Year 07/05/2002
Pages 176
Version paperback
Readership level College/higher education
Language English
ISBN 9780761908135
Categories Social research & statistics
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Book description

Introduction to Nonparametric Item Response Theory addresses an important and complex topic in test development in a manner that is precise and accurate, yet accessible to students and practitioners with a modest background in classical test theory. It also provides an excellent introduction to nonparametric IRT models for the more mathematically sophisticated student or researcher who will welcome the extensive additonal reading lists that are found at the conclusion of each chapter. "Introduction to Nonparametric Item Response Theory is an accessible introduction to constructing tests/scales using nonparametric IRT. It should be of great use to social scientists who construct their own measurement instruments, as well as those who provide them statistical support. For those who focus on larger scale standardized tests, the volume provides a refreshing step back to look at some important issues in the field and some alternative methods of analysis." * Journal of the American Statistical Association *

Introduction to Nonparametric Item Response Theory

Table of contents

Models for Mental Measurement / Philosophy and Assumptions Underlying Nonparametric IRT Models for Dichotomous Item Scores / The Monotone Homogeneity Model Applied to Transitive Reasoning Data / The Monotone Homogeneity Model: Concepts and Procedures / Automated Item Selection Under the Monotone Homogeneity Model / The Double Monotonicity Model / Extension of Nonparametric IRT to Polytomous Item Scores / Item Analysis Using Nonparametric IRT for Polytomous Items

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