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- 313 Seiten
- 11 Lesestunden
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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.
Buchkauf
Bayesian Item Response Modeling, Jean-Paul Fox
- Sprache
- Erscheinungsdatum
- 2010
- product-detail.submit-box.info.binding
- (Hardcover)
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- Titel
- Bayesian Item Response Modeling
- Untertitel
- Theory and Applications
- Sprache
- Englisch
- Autor*innen
- Jean-Paul Fox
- Verlag
- Springer Us
- Erscheinungsdatum
- 2010
- Einband
- Hardcover
- Seitenzahl
- 313
- ISBN13
- 9781441907417
- Schlagwörter
- Sachbücher, Sozialwissenschaften, Handel, Wirtschaft & Management, Wissenschaft & Mathematik, Pädagogik, Psychologische Thematik, Mathematik
- Bewertung
- 3,5 von 5 Sternen
- Beschreibung
- 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.