Bayesian Item Response Modeling PDF ePub eBook

Books Info:

Bayesian Item Response Modeling free pdf 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. It offers self-contained introduction to Bayesian item response modeling and a coverage of extending standard models to handle complex assessment data. It provides a thorough overview of Bayesian estimation and testing methods for item response models, where MCMC methods are emphasized. It presents 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 online. "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.

About Jean-Paul Fox

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.

Details Book

Author : Jean-Paul Fox
Publisher : Springer-Verlag New York Inc.
Data Published : 05 June 2010
ISBN : 1441907416
EAN : 9781441907417
Format Book : PDF, Epub, DOCx, TXT
Number of Pages : 328 pages
Age + : 0-1 years
Language : English
Rating :

Reviews Bayesian Item Response Modeling



17 Comments Add a comment




Related eBooks Download


  • Bayesian Item Response Modeling free pdfBayesian Item Response Modeling

    This book presents a thorough treatment and unified coverage of Bayesian item response modeling with applications in a variety of disciplines. including education..


  • Bayesian Models for Categorical Data free pdfBayesian Models for Categorical Data

    The use of Bayesian methods for the analysis of data has grown substantially in areas as diverse as applied statistics. psychology. economics and medical science. Bayesian Methods for Categorical Data sets out to demystify modern Bayesian methods..


  • Bayesian Essentials with R free pdfBayesian Essentials with R

    This Bayesian modeling book provides a self-contained entry to computational Bayesian statistics. Focusing on the most standard statistical models and backed up by real datasets and an all-inclusive R (CRAN) package called bayess..


  • Multidimensional Item Response Theory free pdfMultidimensional Item Response Theory

    "Multidimensional Item Response Theory" is the first book to give thorough coverage to this emerging area of psychometrics. The book describes the commonly used multidimensional item response theory (MIRT) models and the important methods needed for their practical application..


  • Doing Bayesian Data Analysis free pdfDoing Bayesian Data Analysis

    There is an explosion of interest in Bayesian statistics. primarily because recently created computational methods have finally made Bayesian analysis obtainable to a wide audience. Doing Bayesian Data Analysis: A Tutorial with R..


  • Bayesian Item Response Modeling free pdfBayesian Item Response Modeling

    . 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 sociolog