The Resource Bayesian Item Response Modeling : Theory and Applications, by Jean-Paul Fox, (electronic resource)

Bayesian Item Response Modeling : Theory and Applications, by Jean-Paul Fox, (electronic resource)

Label
Bayesian Item Response Modeling : Theory and Applications
Title
Bayesian Item Response Modeling
Title remainder
Theory and Applications
Statement of responsibility
by Jean-Paul Fox
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
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. Jean-Paul Fox is Associate Professor of Measurement and Data Analysis, University of Twente, The Netherlands. His main research activities are in several areas of Bayesian response modeling. Dr. Fox has published numerous articles in the areas of Bayesian item response analysis, statistical methods for analyzing multivariate categorical response data, and nonlinear mixed effects models
Member of
http://library.link/vocab/creatorName
Fox, Jean-Paul
Dewey number
519.542
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
HdLHMGRrSRc
Language note
English
LC call number
H61-61.95
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Statistics for Social and Behavioral Sciences,
http://library.link/vocab/subjectName
  • Social sciences
  • Distribution (Probability theory
  • Statistics
  • Psychometrics
  • Educational tests and measuremen
  • Marketing
  • Methodology of the Social Sciences
  • Probability Theory and Stochastic Processes
  • Statistics for Social Sciences, Humanities, Law
  • Psychometrics
  • Assessment, Testing and Evaluation
  • Marketing
Label
Bayesian Item Response Modeling : Theory and Applications, by Jean-Paul Fox, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references ([289]-307) and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
to Bayesian Response Modeling -- Bayesian Hierarchical Response Modeling -- Basic Elements of Bayesian Statistics -- Estimation of Bayesian Item Response Models -- Assessment of Bayesian Item Response Models -- Multilevel Item Response Theory Models -- Random Item Effects Models -- Response Time Item Response Models -- Randomized Item Response Models
Dimensions
unknown
Edition
First.
Extent
1 online resource (322 p.)
Form of item
online
Isbn
9781282834859
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4419-0742-4
Specific material designation
remote
System control number
  • (CKB)2670000000028529
  • (EBL)571278
  • (OCoLC)654397503
  • (SSID)ssj0000412546
  • (PQKBManifestationID)11306252
  • (PQKBTitleCode)TC0000412546
  • (PQKBWorkID)10367074
  • (PQKB)11525722
  • (DE-He213)978-1-4419-0742-4
  • (MiAaPQ)EBC571278
  • (EXLCZ)992670000000028529
Label
Bayesian Item Response Modeling : Theory and Applications, by Jean-Paul Fox, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references ([289]-307) and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
to Bayesian Response Modeling -- Bayesian Hierarchical Response Modeling -- Basic Elements of Bayesian Statistics -- Estimation of Bayesian Item Response Models -- Assessment of Bayesian Item Response Models -- Multilevel Item Response Theory Models -- Random Item Effects Models -- Response Time Item Response Models -- Randomized Item Response Models
Dimensions
unknown
Edition
First.
Extent
1 online resource (322 p.)
Form of item
online
Isbn
9781282834859
Media category
computer
Media type code
c
Other control number
10.1007/978-1-4419-0742-4
Specific material designation
remote
System control number
  • (CKB)2670000000028529
  • (EBL)571278
  • (OCoLC)654397503
  • (SSID)ssj0000412546
  • (PQKBManifestationID)11306252
  • (PQKBTitleCode)TC0000412546
  • (PQKBWorkID)10367074
  • (PQKB)11525722
  • (DE-He213)978-1-4419-0742-4
  • (MiAaPQ)EBC571278
  • (EXLCZ)992670000000028529

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