Plane Answers to Complex Questions

The Theory of Linear Models

Authors:

ISBN: 978-1-4419-9815-6 (Print) 978-1-4419-9816-3 (Online)

Table of contents (15 chapters)

  1. Front Matter

    Pages i-xxi

  2. No Access

    Chapter

    Pages 1-16

    Introduction

  3. No Access

    Chapter

    Pages 17-48

    Estimation

  4. No Access

    Chapter

    Pages 49-90

    Testing

  5. No Access

    Chapter

    Pages 91-103

    One-Way ANOVA

  6. No Access

    Chapter

    Pages 105-119

    Multiple Comparison Techniques

  7. No Access

    Chapter

    Pages 121-161

    Regression Analysis

  8. No Access

    Chapter

    Pages 163-201

    Multifactor Analysis of Variance

  9. No Access

    Chapter

    Pages 203-214

    Experimental Design Models

  10. No Access

    Chapter

    Pages 215-236

    Analysis of Covariance

  11. No Access

    Chapter

    Pages 237-266

    General Gauss–Markov Models

  12. No Access

    Chapter

    Pages 267-290

    Split Plot Models

  13. No Access

    Chapter

    Pages 291-331

    Mixed Models and Variance Components

  14. No Access

    Chapter

    Pages 333-379

    Model Diagnostics

  15. No Access

    Chapter

    Pages 381-390

    Variable Selection

  16. No Access

    Chapter

    Pages 391-409

    Collinearity and Alternative Estimates

  17. Back Matter

    Pages 411-494