Bayesian models for categorical data
| Main Author: | |
|---|---|
| Corporate Author: | |
| Format: | Book |
| Language: | English |
| Published: |
Chichester New York:
Wiley,
c2005
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| Series: | Wiley series in probability and statistics
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| Subjects: | |
| Online Access: | http://login.proxy.eap.gr/login?url=http://dx.doi.org/10.1002/0470092394 |
Table of Contents:
- Principles of Bayesian inference
- Model comparison and choice
- Regression for metric outcomes
- Models for binary and count outcomes
- Further questions in binomial and count regression
- Random effect and latent variable models for multicategory outcomes
- Ordinal regression
- Discrete spatial data
- Time series models for discrete variables
- Hierarchical and panel data models