Volume 175 2003

Linear Regression

Authors:

ISBN: 978-3-540-40178-0 (Print) 978-3-642-55864-1 (Online)

Table of contents (9 chapters)

  1. Front Matter

    Pages I-XII

  2. Point Estimation and Linear Regression

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-31

      Fundamentals

    3. No Access

      Book Chapter

      Pages 33-86

      The Linear Regression Model

  3. Alternatives to Least Squares Estimation

    1. Front Matter

      Pages 87-87

    2. No Access

      Book Chapter

      Pages 89-211

      Alternative Estimators

    3. No Access

      Book Chapter

      Pages 213-256

      Linear Admissibility

  4. Miscellaneous Topics

    1. Front Matter

      Pages 257-257

    2. No Access

      Book Chapter

      Pages 259-291

      The Covariance Matrix of the Error Vector

    3. No Access

      Book Chapter

      Pages 293-329

      Regression Diagnostics

    4. No Access

      Book Chapter

      Pages 331-358

      Matrix Algebra

    5. No Access

      Book Chapter

      Pages 359-367

      Stochastic Vectors

    6. No Access

      Book Chapter

      Pages 369-379

      An Example Analysis with R

  5. Back Matter

    Pages 381-397