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Bayesian Item Response Modeling

Theory and Applications

Hodnotenie knihy

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Focusing on the Bayesian methodology, this book presents a comprehensive introduction to modeling and analyzing item response data, contrasting it with traditional frequentist methods. It emphasizes the benefits of incorporating non-data information and powerful simulation-based estimation techniques. The text aims to fill a gap in existing literature by providing a Bayesian perspective alongside popular frequentist item response theory resources. Practical applications and discussions of various Bayesian item response models illustrate the methodology's effectiveness and versatility.

Vydanie

Nákup knihy

Bayesian Item Response Modeling, Jean-Paul Fox

Jazyk
Rok vydania
2010
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3,5
Dobrá
6 Hodnotenie

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Titul
Bayesian Item Response Modeling
Podtitul
Theory and Applications
Jazyk
anglicky
Vydavateľ
Springer Us
Rok vydania
2010
Väzba
pevná
Počet strán
313
ISBN13
9781441907417
Hodnotenie
3,5 z 5
Anotácia
Focusing on the Bayesian methodology, this book presents a comprehensive introduction to modeling and analyzing item response data, contrasting it with traditional frequentist methods. It emphasizes the benefits of incorporating non-data information and powerful simulation-based estimation techniques. The text aims to fill a gap in existing literature by providing a Bayesian perspective alongside popular frequentist item response theory resources. Practical applications and discussions of various Bayesian item response models illustrate the methodology's effectiveness and versatility.