| Chapter | Download | Topics |
| P |
|
Preface and Contents |
| 1 |
|
Introduction |
| 2 |
|
Estimation |
| 3 |
|
Inference |
| 4 |
|
Errors in Predictors |
| 5 |
|
Generalized Least Squares |
| 6 |
|
Testing for Lack of Fit |
| 7 |
|
Diagnostics |
| 8 |
|
Transformation |
| 9 |
|
Scale Changes, Principal Components and Collinearity |
| 10 |
|
Variable Selection |
| 11 |
|
Statistical Strategy and Model Uncertainty |
| 12 |
|
A Complete Example |
| 13 |
|
Robust and Resistant Regression |
| 14 |
|
Missing Data |
| 15 |
|
Analysis of Covariance |
| 16 |
|
ANOVA |
| A |
|
Appendices and Bibliography |