Regression Analysis Video Lectures

Regression Analysis
'Regression Analysis' Video Lectures by Dr. Soumen Maity from IIT Kharagpur
"Regression Analysis" - Video Lectures
1. Simple Linear Regression
2. Simple Linear Regression (Contd.)
3. Simple Linear Regression (Contd. )
4. Simple Linear Regression ( Contd.)
5. Simple Linear Regression ( Contd. )
6. Multiple Linear Regression
7. Multiple Linear Regression (Contd.)
8. Multiple Linear Regression (Contd. )
9. Multiple Linear Regression ( Contd.)
10. Selecting the BEST Regression Model
11. Selecting the BEST Regression Model (Contd.)
12. Selecting the BEST Regression Model (Contd. )
13. Selecting the BEST Regression Model ( Contd.)
14. Multicollinearity
15. Multicollinearity (Contd.)
16. Multicollinearity ( Contd.)
17. Model Adequacy Checking
18. Model Adequacy Checking (Contd.)
19. Model Adequacy Checking ( Contd.)
20. Test for Influential Observations
21. Transformation and Weighting to correct model inadequacies
22. Transformation and Weighting to correct model inadequacies (Contd.)
23. Transformation and Weighting to correct model inadequacies ( Contd.)
24. Dummy Variables
25. Dummy Variables (Contd.)
26. Dummy Variables (Contd. )
27. Polynomial Regression Models
28. Polynomial Regression Models (Contd.)
29. Polynomial Regression Models (Contd. )
30. Generalized Linear Models
31. Generalized Linear Models (Contd.)
32. Non-Linear Estimation
33. Regression Models with Autocorrelated Errors
34. Regression Models with Autocorrelated Errors (Contd.)
35. Measurement Errors and Calibration Problem
36. Tutorial - I
37. Tutorial - II
38. Tutorial - III
39. Tutorial - IV
40. Tutorial - V
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