Log-Linear Models and Logistic Regression
As the new title indicates, this second edition of Log-Linear Models has been modi?ed to place greater emphasis on logistic regression. In addition to new material, the book has been radically rearranged. The fundamental material is contained in Chapters 1-4. Intermediate topics are presented in Cha...
Κύριος συγγραφέας: | |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
New York, NY :
Springer New York,
1997.
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Έκδοση: | Second Edition. |
Σειρά: | Springer Texts in Statistics,
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Two-Dimensional Tables and Simple Logistic Regression
- Three-Dimensional Tables
- Logistic Regression, Logit Models, and Logistic Discrimination
- Independence Relationships and Graphical Models
- Model Selection Methods and Model Evaluation
- Models for Factors with Quantitative Levels
- Fixed and Random Zeros
- Generalized Linear Models
- The Matrix Approach to Log-Linear Models
- The Matrix Approach to Logit Models
- Maximum Likelihood Theory for Log-Linear Models
- Bayesian Binomial Regression.