
| 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 |