An Introduction to Generalized Linear Models (Paperback, 4 ed)

Introduction

Model Fitting

Exponential Family and Generalized

Linear Models

Estimation

Inference

Normal Linear Models

Binary Variables and Logistic Regression

Nominal and Ordinal Logistic Regression

Poisson Regression and Log-Linear Models

Survival Analysis

Clustered and Longitudinal Data

Bayesian Analysis

Markov Chain Monte Carlo Methods

Example Bayesian Analyses

Postface

Appendix