Modeling Binary Correlated Responses Using SAS, SPSS, R and STATA /
This book is an updated edition of Modeling Binary Correlated Responses Using SAS, SPSS and R, and now it includes the use of STATA. It uses these Statistical tools to analyze correlated binary data, accessible to practitioners in a single volume. Chapters cover recently developed statistical tools...
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| 主要な著者: | , , |
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| 団体著者: | |
| フォーマット: | 電子媒体 eBook |
| 言語: | 英語 |
| 出版事項: |
Cham :
Springer International Publishing : Imprint: Springer,
2024.
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| 版: | 2nd ed. 2024. |
| シリーズ: | ICSA Book Series in Statistics,
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| 主題: | |
| オンライン･アクセス: | https://doi.org/10.1007/978-3-031-62427-8 |
| タグ: |
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目次:
- Introduction to Binary logistic Regression
- Growth of the Logistic Regression Model
- Standard Binary Logistic Regression Model
- Overdispersed Logistic Regression Model
- Weighted Logistic Regression Model
- Generalized Estimating Equations Logistic Regression
- Generalized Method of Moments logistic regression Model
- Exact Logistic Regression Model
- Two-Level Nested Logistic Regression Model
- Hierarchical Logistic Regression models
- Fixed Effects Logistic Regression Model
- Heteroscedastic Logistic Regression Model.