Chapter 1 | Linear Regression Analysis |
Chapter 2 | Constructing and Checking the Model |
Chapter 3 | Least-Squares Regression |
Chapter 4 | Least-Absolute-Deviations Regression |
Chapter 5 | M-Regression |
Chapter 6 | Nonparametric Regression |
Chapter 7 | Bayesian Regression |
Chapter 8 | Ridge Regression |
Chapter 9 | Comparisons |
Chapter 10 | Others Methods |