Modeling Binary Correlated Responses using SAS, SPSS and R

“The monograph is devoted to logistic regression modeling and its extensions useful for complex survey sampling data. … this book will be useful for students and practitioners in various fields needed binary outcome modeling for analysis and predictions in applied research.” (Stan Lipovetsky, Technometrics, Vol. 58 (4), April, 2016)

• 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.