Applied categorical and count data analysis
著者
書誌事項
Applied categorical and count data analysis
（Texts in statistical science）（A Chapman & Hall book）
CRC Press, 2023
2nd ed
- : hbk
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注記
Includes bibliographical references (p. 359-372) and index
内容説明・目次
内容説明
-Describes the basic ideas underlying each concept and model.
-Includes R, SAS, SPSS and Stata programming codes for all the examples
-Features significantly expanded Chapters 4, 5, and 8 (Chapters 4-6, and 9 in the second edition.
-Expands discussion for subtle issues in longitudinal and clustered data analysis such as time varying covariates and comparison of generalized linear mixed-effect models with GEE.
目次
1. Introduction 2. Contingency Tables 3. Sets of Contingency Tables 4. Regression Models for Binary Response 5. Regression Models for Polytomous Responses 6. Regression Models for Count Response 7. Log-Linear Models for Contingency Tables 8. Analyses of Discrete Survival Time 9. Longitudinal and Clustered Data Analysis 10. Evaluation of Instruments 11. Analysis of Incomplete Data
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