Bayesian Analysis of Item Response Theory Models Using SAS - download pdf or read online

By Clement A. Stone,Xiaowen Zhu

ISBN-10: 1629596507

ISBN-13: 9781629596501

Written particularly for psychometricians, scale builders, and practitioners drawn to purposes of Bayesian estimation and version checking of merchandise reaction thought (IRT) versions, this booklet teaches you the way to complete all of this with the SAS MCMC strategy. due to its educational constitution, Bayesian research of merchandise reaction thought types utilizing SAS may be of instant sensible use to SAS clients with a few introductory heritage in IRT types and the Bayesian paradigm.

Working via this book’s examples, you'll find out how to write the PROC MCMC programming code to estimate quite a few uncomplicated and extra complicated IRT types, together with the alternative and specification of previous distributions, specification of the possibility version, and interpretation of effects. in particular, you are going to research PROC MCMC programming code for estimating specific types and how one can interpret effects that illustrate convergence diagnostics and inferences for parameters, in addition to effects that may be utilized by scale developers—for instance, the plotting of merchandise reaction features. furthermore, you'll find out how to evaluate competing IRT types for an program, in addition to evaluation the healthy of types with using posterior predictive version checking equipment.

Numerous courses for accomplishing those analyses are supplied and annotated so you might simply regulate them on your applications.

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Bayesian Analysis of Item Response Theory Models Using SAS by Clement A. Stone,Xiaowen Zhu

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