Log-Linear Models and Logistic Regression

Authors:

ISBN: 978-0-387-98247-2 (Print) 978-0-387-22624-8 (Online)

Table of contents (13 chapters)

  1. Front Matter

    Pages i-xv

  2. No Access

    Chapter

    Pages 1-22

    Introduction

  3. No Access

    Chapter

    Pages 23-68

    Two-Dimensional Tables and Simple Logistic Regression

  4. No Access

    Chapter

    Pages 69-115

    Three-Dimensional Tables

  5. No Access

    Chapter

    Pages 116-177

    Logistic Regression, Logit Models, and Logistic Discrimination

  6. No Access

    Chapter

    Pages 178-210

    Independence Relationships and Graphical Models

  7. No Access

    Chapter

    Pages 211-257

    Model Selection Methods and Model Evaluation

  8. No Access

    Chapter

    Pages 258-278

    Models for Factors with Quantitative Levels

  9. No Access

    Chapter

    Pages 279-296

    Fixed and Random Zeros

  10. No Access

    Chapter

    Pages 297-313

    Generalized Linear Models

  11. No Access

    Chapter

    Pages 314-362

    The Matrix Approach to Log-Linear Models

  12. No Access

    Chapter

    Pages 363-395

    The Matrix Approach to Logit Models

  13. No Access

    Chapter

    Pages 396-421

    Maximum Likelihood Theory for Log-Linear Models

  14. No Access

    Chapter

    Pages 422-454

    Bayesian Binomial Regression

  15. Back Matter

    Pages 455-484