Bayesian Psychometric Modeling is popular PDF and ePub book, written by Roy Levy in 2017-07-28, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Bayesian Psychometric Modeling can be Read Online from any device for your convenience.
Bayesian Psychometric Modeling Book PDF Summary
A Single Cohesive Framework of Tools and Procedures for Psychometrics and Assessment Bayesian Psychometric Modeling presents a unified Bayesian approach across traditionally separate families of psychometric models. It shows that Bayesian techniques, as alternatives to conventional approaches, offer distinct and profound advantages in achieving many goals of psychometrics. Adopting a Bayesian approach can aid in unifying seemingly disparate—and sometimes conflicting—ideas and activities in psychometrics. This book explains both how to perform psychometrics using Bayesian methods and why many of the activities in psychometrics align with Bayesian thinking. The first part of the book introduces foundational principles and statistical models, including conceptual issues, normal distribution models, Markov chain Monte Carlo estimation, and regression. Focusing more directly on psychometrics, the second part covers popular psychometric models, including classical test theory, factor analysis, item response theory, latent class analysis, and Bayesian networks. Throughout the book, procedures are illustrated using examples primarily from educational assessments. A supplementary website provides the datasets, WinBUGS code, R code, and Netica files used in the examples.
Detail Book of Bayesian Psychometric Modeling PDF
- Author : Roy Levy
- Release : 28 July 2017
- Publisher : CRC Press
- ISBN : 9781315356976
- Genre : Mathematics
- Total Page : 357 pages
- Language : English
- PDF File Size : 7,9 Mb
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