By Roy Levy,Robert J. Mislevy
A unmarried Cohesive Framework of instruments and methods for Psychometrics and Assessment
Bayesian Psychometric Modeling offers a unified Bayesian strategy throughout typically separate households of psychometric types. It indicates that Bayesian options, as possible choices to standard ways, supply exact and profound benefits achieve many objectives of psychometrics.
Adopting a Bayesian procedure can reduction in unifying doubtless disparate—and occasionally conflicting—ideas and actions in psychometrics. This e-book explains either how one can practice psychometrics utilizing Bayesian tools and why the various actions in psychometrics align with Bayesian thinking.
The first a part of the booklet introduces foundational rules and statistical versions, together with conceptual concerns, basic distribution versions, Markov chain Monte Carlo estimation, and regression. Focusing extra without delay on psychometrics, the second one half covers renowned psychometric types, together with classical try idea, issue research, merchandise reaction thought, latent category research, and Bayesian networks. through the e-book, tactics are illustrated utilizing examples essentially from academic checks. A supplementary web site offers the datasets, WinBUGS code, R code, and Netica records utilized in the examples.
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Extra info for Bayesian Psychometric Modeling (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)
Bayesian Psychometric Modeling (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences) by Roy Levy,Robert J. Mislevy