ABSTRACT

A Cohesive Approach to Regression Models

Confidence Intervals in Generalized Regression Models introduces a unified representation-the generalized regression model (GRM)-of various types of regression models. It also uses a likelihood-based approach for performing statistical inference from statistical evidence consisting of data a

chapter 1|50 pages

Likelihood-Based Statistical Inference

chapter 2|30 pages

Generalized Regression Model

chapter 3|26 pages

General Linear Model

chapter 4|20 pages

Nonlinear Regression Model

chapter 5|14 pages

Generalized Linear Model

chapter 6|28 pages

Binomial and Logistic Regression Model

chapter 7|20 pages

Poisson Regression Model

chapter 8|12 pages

Multinomial Regression Model

chapter 10|26 pages

Other Generalized Regression Models