- 01. Outliers in Regression
- 02. What Causes Outliers
- 03. Outlier Selection
- 04. Outlier Detection/Removal Algorithm
- 05. Outlier Detection Using Residual Errors
- 06. Effect of Outlier Removal on Regression
- 07. Summary of Outlier Removal Strategy
- 08. Outliers Mini-Project Video
- 09. Outliers Mini-Project
- 10. Slope of Regression with Outliers
- 11. Score of Regression with Outliers
- 12. Slope After Cleaning
- 13. Score After Cleaning
- 14. Enron Outliers
- 15. Identify the Biggest Enron Outlier
- 16. Remove Enron Outlier?
- 17. Any More Outliers?
- 18. Identifying Two More Outliers
- 19. Remove These Outliers?