15. Assumptions for linear regression analysis | 3. Statistics for Data Science and Business Analysis | GAMBIT Education Center

Back to the section list

15. Assumptions for linear regression analysis

File List

Click on the video to watch it online.
You can also download it to your device by clicking the "Download" button.

1. OLS assumptions

1. OLS assumptions

3. A1. Linearity

3. A1. Linearity

5. A2. No endogeneity

5. A2. No endogeneity

7. A3. Normality and homoscedasticity

7. A3. Normality and homoscedasticity

9. A4. No autocorrelation

9. A4. No autocorrelation

11. A5. No multicollinearity

11. A5. No multicollinearity

end

You have completed this topic!

Back to the section list