An introduction to categorical data analysis
著者
書誌事項
An introduction to categorical data analysis
(Wiley series in probability and mathematical statistics, . Applied probability and statistics)
Wiley, c1996
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注記
"A Wiley-Interscience publication."
Includes bibliographical references (p. 281-282) and index
内容説明・目次
内容説明
A non-technical introduction featuring the most important techniques for analyzing categorical data such as classical inferences for two- and three-way contingency tables, logistic regression, log linear models, and matched-pairs data. Contains more than 200 exercises and approximately 100 examples of authentic data sets.
目次
- Two--Way Contingency Tables.
- Three--Way Contingency Tables.
- Generalized Linear Models.
- Logistic Regression.
- Loglinear Models for Contingency Tables.
- Building and Applying Logit and Loglinear Models.
- Multicategory Logit Models.
- Models for Matched Pairs.
- A Twentieth--Century Tour of Categorical Data Analysis.
- Appendix.
- Table of Chi--Squared Distribution Values for Various Right--Tail Probabilities.
- Bibliography.
- Indexes.
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