Bayesian Item Response Modeling

Name: Bayesian Item Response Modeling
Brand: Springer-Verlag New York Inc.
SKU: 9781441907417
Price: 142.41 EUR
Availability: InStock

Theory and Applications

Autor: Jean-Paul Fox

Jazyk:

Väzba: Pevná

Vydavateľ: Springer-Verlag New York Inc.

Dostupnosť: Skladom u dodávateľa

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142.41 €

This book presents a thorough treatment and unified coverage of Bayesian item response modeling with...

Informácie o knihe

Autor

Jean-Paul Fox

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2010

Stránok

313

EAN

9781441907417

ISBN

1441907416

Enbook ID

01420468

Vydavateľ

Springer-Verlag New York Inc.

Hmotnosť

1400

Rozmery

155 x 235 x 35

Kompletný popis

This book presents a thorough treatment and unified coverage of Bayesian item response modeling with applications in a variety of disciplines, including education, medicine, psychology, and sociology. Breakthroughs in computing technology have made the Bayesian approach particularly useful for many response modeling problems. Free from computational constraints, realistic and state-of-the-art latent variable response models are considered for complex assessment and survey data to solve real-world problems.§The Bayesian framework described provides a unified approach for modeling and inference, dealing with (nondata) prior information and information across multiple data sources. The book discusses methods for analyzing item response data and the complex relationships commonly associated with human response behavior and features- Self-contained introduction to Bayesian item response modeling and a coverage of extending standard models to handle complex assessment data- A thorough overview of Bayesian estimation and testing methods for item response models, where MCMC methods are emphasized - Numerous examples that cover a wide range of application areas, including education, medicine, psychology, and sociology - Datasets and software (S+, R, and WinBUGS code) of the models and methods presented in the book are available on www.jean-paulfox.com §Bayesian Item Response Modeling is an excellent book for research professionals, including applied statisticians, psychometricians, and social scientists who analyze item response data from a Bayesian perspective. It is a guide to the growing area of Bayesian response modeling for researchers and graduate students, and will also serve them as a good reference.

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Bayesian Item Response Modeling

Theory and Applications

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