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Bayesian Psychometric Modeling
Engelsk
Bogcover for Bayesian Psychometric Modeling af Robert J. Mislevy, Roy Levy, 9780367737092
Specifikationer
Sprog:
Engelsk
Sider:
492
ISBN-13:
9780367737092
Indbinding:
Paperback
ISBN-10:
0367737094
Udg. Dato:
18 dec 2020
Størrelse i cm:
17,7 x 25,3 x 3,0
Oplagsdato:
18 dec 2020
Forfatter(e):

Bayesian Psychometric Modeling

Engelsk
Paperback 2020
Format:

Bog beskrivelse

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.

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Specifikationer
Sprog:
Engelsk
Sider:
492
ISBN-13:
9780367737092
Indbinding:
Paperback
ISBN-10:
0367737094
Udg. Dato:
18 dec 2020
Størrelse i cm:
17,7 x 25,3 x 3,0
Oplagsdato:
18 dec 2020
Forfatter(e):
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