By Roy Levy, Robert J. Mislevy
A unmarried Cohesive Framework of instruments and strategies for Psychometrics and Assessment
Bayesian Psychometric Modeling provides a unified Bayesian strategy throughout frequently separate households of psychometric versions. It exhibits that Bayesian options, as possible choices to standard methods, supply precise and profound benefits in attaining many targets of psychometrics.
Adopting a Bayesian technique can reduction in unifying possible disparate―and occasionally conflicting―ideas and actions in psychometrics. This e-book explains either how you can practice psychometrics utilizing Bayesian tools and why a number of the actions in psychometrics align with Bayesian thinking.
The first a part of the booklet introduces foundational ideas and statistical versions, together with conceptual concerns, common distribution types, Markov chain Monte Carlo estimation, and regression. Focusing extra at once on psychometrics, the second one half covers well known psychometric types, together with classical try out conception, issue research, merchandise reaction idea, latent category research, and Bayesian networks. through the ebook, methods are illustrated utilizing examples essentially from academic checks. A supplementary web site presents the datasets, WinBUGS code, R code, and Netica documents utilized in the examples.
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Extra info for Bayesian Psychometric Modeling (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)
