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...
| Otros Autores: | , |
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| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
Boca Raton :
Taylor & Francis Group
[2016]
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| Edición: | 1st edition |
| Colección: | Statistics in the social and behavioral sciences series.
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| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009630302806719 |
Tabla de Contenidos:
- Overview of assessment and psychometric Modeling
- 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.
