# 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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