Bayesian Psychometric Modeling

In a detailed, coherent treatment of the practices of measurement modeling from a Bayesian perspective, this book covers foundational concepts of Bayesian inference and statistical modeling and their application in a number of measurement models popular in educational, psychological, and related assessment. The book is rich with examples taken from psychology, educational research, sociology, criminology and marketing; implemented using a number of relevant software packages. Code and datasets are made available at the book's website.

Roy Levy is an associate professor of measurement and statistical analysis in the T. Denny Sanford School of Social and Family Dynamics at Arizona State University. His primary research and teaching interests include methodological developments and applications of psychometrics and statistics to assessment, education, and the social sciences. He has received awards from the President of the United States, Division D of the American Educational Research Association, and the National Council on Measurement in Education.

Robert J. Mislevy is the Frederic M. Lord Chair in Measurement and Statistics at Educational Testing Service. He was previously a professor of measurement and statistics at the University of Maryland and an affiliated professor of second language acquisition and survey methodology. His research applies developments in statistics, technology, and psychology to practical problems in assessment, including the development of multiple-imputation analysis in the National Assessment of Educational Progress. He is a member of the National Academy of Education and has been a president of the Psychometric Society. He has received awards from the National Council on Measurement in Education and Division D of the American Educational Research Association.