Linear Models and Generalizations

Least Squares and Alternatives

ISBN: 978-3-540-74226-5 (Print) 978-3-540-74227-2 (Online)

Table of contents (10 chapters)

  1. Front Matter

    Pages i-xix

  2. No Access

    Chapter

    Pages 1-5

    Introduction

  3. No Access

    Chapter

    Pages 7-31

    The Simple Linear Regression Model

  4. No Access

    Chapter

    Pages 33-141

    The Multiple Linear Regression Model and Its Extensions

  5. No Access

    Chapter

    Pages 143-221

    The Generalized Linear Regression Model

  6. No Access

    Chapter

    Pages 223-269

    Exact and Stochastic Linear Restrictions

  7. No Access

    Chapter

    Pages 271-319

    Prediction in the Generalized Regression Model

  8. No Access

    Chapter

    Pages 321-356

    Sensitivity Analysis

  9. No Access

    Chapter

    Pages 357-392

    Analysis of Incomplete Data Sets

  10. No Access

    Chapter

    Pages 393-409

    Robust Regression

  11. No Access

    Chapter

    Pages 411-487

    Models for Categorical Response Variables

  12. Back Matter

    Pages 489-572