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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Detalles Bibliográficos
Autor principal: Levy, Roy (Statistics professor) (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: [Place of publication not identified] : Chapman and Hall/CRC, 2017.
Colección:Statistics in the social and behavioral sciences series.
Temas:
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
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 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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