chapter 1 Likelihood-Based Statistical Inference -- chapter 2 Generalized Regression Model -- chapter 3 General Linear Model -- chapter 4 Nonlinear Regression Model -- chapter 5 Generalized Linear Model -- chapter 6 Binomial and Logistic Regression Model -- chapter 7 Poisson Regression Model -- chapter 8 Multinomial Regression Model -- chapter 9 Other Generalized Linear Regressions Models -- chapter 10 Other Generalized Regression Models.