Categorical data analysis /
| Main Author: | |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Hoboken, N.J. :
Wiley-Interscience,
©2002.
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| Edition: | 2nd ed. |
| Series: | Wiley series in probability and statistics
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| Subjects: | |
| Online Access: | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=85496 |
Table of Contents:
- Introduction : distributions and inference for categorical data
- Describing contingency tables
- Inference for contingency tables
- Introduction to generalized linear models
- Logistic regression
- Building and applying logistic regression models
- Logit models for multinomial responses
- Loglinear models for contingency tables
- Building and extending loglinear/logit models
- Models for matched pairs
- Analyzing repeated categorical response data
- Random effects : generalized linear mixed models for categorical responses
- Other mixture models for categorical data
- Asymptotic theory for parametric models
- Alternative estimation theory for parametric models
- Historical tour of categorical data analysis.