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A Short Guide to Item Response Theory Models

A Short Guide to Item Response Theory Models

Paperback

Series: Statistics for Social and Behavioral Sciences

General PsychologyGeneral SociologyProbability & Statistics

Currently unavailable to order

ISBN10: 3031872738
ISBN13: 9783031872730
Publisher: Springer
Published: Jul 4 2026
Pages: 255
Language: English
This book presents foundational concepts, essential principles, and practical applications of Item Response Theory (IRT). It provides a structured survey of diverse models that have been put forth, emphasizing both their differences and commonalities.

The main focus is on modern latent trait theory models which provide measurement tools that clearly separate between person abilities and item parameters. The topics covered include the binary Rasch model, its extensions and alternative binary models, ordinal models and their extensions that account for response styles, the thresholds model, classical test theory, response models for count data, differential item functioning, and explanatory item response models. Tree-based item response models, typically not found in classical IRT textbooks, are also addressed.

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Probability & Statistics