Applied Regression Analysis

A Research Tool

Editors:

ISBN: 978-0-387-98454-4 (Print) 978-0-387-22753-5 (Online)

Table of contents (19 chapters)

  1. Front Matter

    Pages i-xviii

  2. No Access

    Chapter

    Pages 1-36

    Review of Simple Regression

  3. No Access

    Chapter

    Pages 37-74

    Introduction to Matrices

  4. No Access

    Chapter

    Pages 75-99

    Multiple Regression in Matrix Notation

  5. No Access

    Chapter

    Pages 101-159

    Analysis of Variance and Quadratic Forms

  6. No Access

    Chapter

    Pages 161-181

    Case Study: Five Independent Variables

  7. No Access

    Chapter

    Pages 183-204

    Geometry of Least Squares

  8. No Access

    Chapter

    Pages 205-234

    Model Development: Variable Selection

  9. No Access

    Chapter

    Pages 235-268

    Polynomial Regression

  10. No Access

    Chapter

    Pages 269-323

    Class Variables in Regression

  11. No Access

    Chapter

    Pages 325-340

    Problem Areas in Least Squares

  12. No Access

    Chapter

    Pages 341-396

    Regression Diagnostics

  13. No Access

    Chapter

    Pages 397-432

    Transformation of Variables

  14. No Access

    Chapter

    Pages 433-462

    Collinearity

  15. No Access

    Chapter

    Pages 463-484

    Case Study: Collinearity Problems

  16. No Access

    Chapter

    Pages 485-514

    Models Nonlinear in the Parameters

  17. No Access

    Chapter

    Pages 515-544

    Case Study: Response Curve Modeling

  18. No Access

    Chapter

    Pages 545-572

    Analysis of Unbalanced Data

  19. No Access

    Chapter

    Pages 573-592

    Mixed Effects Models

  20. No Access

    Chapter

    Pages 593-619

    Case Study: Analysis of Unbalanced Data

  21. Back Matter

    Pages 621-659