Regression Analysis A7A4419NPG
| URI | m2://res/A7A4419NPG |
|---|---|
| Kind | course |
| Creators | Soumen Maity (instructor) |
| Date | 2015-03-06 |
| Scope | in |
Expressions
e1: edition
| Language | en |
|---|---|
| Date | 2015-03-06 |
- m1: page, IISER Pune (record). nptel 111105042
- m2: page, 2015-03-06 (record). nptel 111105042
Contents
- part 1: Week 1
- session 1: Simple Linear Regression(Part A)
- session 2: Simple Linear Regression (Part B)
- session 3: Simple Linear Regression (Part C)
- part 2: Week 2
- session 4: Simple Linear Regression (Part D)
- session 5: Simple Linear Regression (Part E)
- session 6: Multiple Linear Regression (Part A)
- part 3: Week 3
- session 7: Multiple Linear Regression (Part B)
- session 8: Multiple Linear Regression (Part C)
- session 9: Multiple Linear Regression (Part D)
- part 4: Week 4
- session 10: Selecting the BEST Regression Model (Part A)
- session 11: Selecting the BEST Regression Model (Part B)
- part 5: Week 5
- session 12: Selecting the BEST Regression Model (Part C)
- session 13: Selecting the BEST Regression Model (Part D)
- part 6: Week 6
- session 14: Multicollinearity (Part A)
- session 15: Multicollinearity (Part B)
- session 16: Multicollinearity (Part C)
- part 7: Week 7
- session 17: Model Adequacy Checking (Part A)
- session 18: Model Adequacy Checking (Part B)
- session 19: Model Adequacy Checking (Part C)
- part 8: Week 8
- session 20: Test for Influential Observations
- session 21: Transformation and Weighting to correct model inadequacies (Part A)
- part 9: Week 9
- session 22: Transformation and Weighting to correct model inadequacies (Part B)
- session 23: Transformation and Weighting to correct model inadequacies (Part C)
- part 10: Week 10
- session 24: Dummy Variables (Part A)
- session 25: Dummy Variables (Part B)
- session 26: Dummy Variables (Part C)
- part 11: Week 11
- session 27: Polynomial Regression Models (Part A)
- session 28: Polynomial Regression Models (Part B)
- session 29: Polynomial Regression Models (Part C)
- part 12: Week 12
- session 30: Generalized Linear Model (Part A)
- session 31: Generalized Linear Model (Part B)
- session 32: Non-Linear Estimation
Catalogue records
- nptel: 111105042 (manifestation)
- nptel_video: 111105042 (manifestation)