Modeling Binary Correlated Responses using SAS, SPSS and R

• Κύριοι συγγραφείς: Wilson, Jeffrey R. (Συγγραφέας), Lorenz, Kent A. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Σειρά: ICSA Book Series in Statistics, 9
• Θέματα: Statistics.; Biostatistics.; Statistical Theory and Methods.; Statistics for Life Sciences, Medicine, Health Sciences.

Statistical tools to analyze correlated binary data are spread out in the existing literature. This book makes these tools accessible to practitioners in a single volume. Chapters cover recently developed statistical tools and statistical packages that are tailored to analyzing correlated binary dat...

Πίνακας περιεχομένων:

• 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.