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- 313 páginas
- 11 horas de lectura
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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.
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Bayesian Item Response Modeling, Jean-Paul Fox
- Idioma
- Publicado en
- 2010
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- Título
- Bayesian Item Response Modeling
- Subtítulo
- Theory and Applications
- Idioma
- Inglés
- Autores
- Jean-Paul Fox
- Editorial
- Springer Us
- Publicado en
- 2010
- Formato
- Tapa dura
- Páginas
- 313
- ISBN13
- 9781441907417
- Etiquetas
- No ficción, Ciencias sociales, Comercio, Negocios & Gestión, Ciencia y Matemáticas, Pedagogía, Temas psicológicos, Matemáticas
- Calificación
- 3,5 de 5
- Descripción
- 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.