Read e-book online Bayesian Psychometric Modeling (Chapman & Hall/CRC PDF

By Roy Levy,Robert J. Mislevy

A unmarried Cohesive Framework of instruments and systems for Psychometrics and Assessment

Bayesian Psychometric Modeling provides a unified Bayesian strategy throughout typically separate households of psychometric types. It exhibits that Bayesian thoughts, as possible choices to traditional ways, supply designated and profound benefits in attaining many objectives of psychometrics.

Adopting a Bayesian process can relief in unifying doubtless disparate—and occasionally conflicting—ideas and actions in psychometrics. This booklet explains either the way to practice psychometrics utilizing Bayesian equipment and why some of the actions in psychometrics align with Bayesian thinking.

The first a part of the e-book introduces foundational ideas and statistical types, 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 well known psychometric types, together with classical try out thought, issue research, merchandise reaction idea, latent category research, and Bayesian networks. in the course of the ebook, approaches are illustrated utilizing examples basically from academic tests. A supplementary web site presents the datasets, WinBUGS code, R code, and Netica records utilized in the examples.

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Bayesian Psychometric Modeling (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences) by Roy Levy,Robert J. Mislevy

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