Special regression methods
Topics
| 1. | Introduction. Regression methods. | |
| 2. | Logistic regression. | |
| 3. | Proportional hazard linear regression. | |
| 4. | Ridge regression | |
| 5. | Regression splits. | |
| 6. | Regression based on ranks | |
| 7. | M. | |
| 8. | M. | |
| 9. | E | |
| 10. | Dimension analysis. | |
| 11. | R. | |
| 12. | Graphics in regression analysis. | |
| 13. | R | |
| 14. | S | |
| 15. | C. | |
| 16. | C | |
| 17. | Confidence intervals | |
| 18. | Detection of special features | |
| 19. | Sensitivity analysis | |
| 20. | Case study | |
| 21. | Guidelines for presentation of results |
In applications it is often important to take into account special features of data. .