Bayesian psychometric modeling /

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...

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Bibliographic Details
Main Author: Levy, Roy (Statistics professor) (Author)
Format: Electronic eBook
Language:Inglés
Published: [Place of publication not identified] : Chapman and Hall/CRC, 2017.
Series:Statistics in the social and behavioral sciences series.
Subjects:
Psychometrics > Mathematical models.
Bayesian statistical decision theory.
Psychométrie > Modèles mathématiques.
Théorie de la décision bayésienne.
Bayesian statistical decision theory
Psychometrics > Mathematical models
Bayes-Verfahren
Psychometrie
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Overview of assessment and psychometric Mmodeling
  • Introduction to Bayesian inference
  • Conceptual issues in Bayesian inference
  • Normal distribution models
  • Markov chain Monte Carlo estimation
  • Regression
  • Canonical Bayesian psychometric modeling
  • Classical test theory
  • Confirmatory factor analysis
  • Model evaluation
  • Item response theory
  • Missing data modeling
  • Latent class analysis
  • Bayesian networks.

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