Assumptions of Linear Regression (Tests to Perform)
Shaurya Lalwani
Posted on July 15, 2020
The tests to be performed to check the assumptions of linear regression:
No Autocorrelation: Durbin Watson Test
No Heteroscedacity: Goldfeld Test, Residual VS Fitted Plot
No Multi-Collinearity: VIF & Correlation Matrix
Normality of Residuals: Jarque Bera Test, Shapiro Test
Linearity of Residuals: Rainbow Test
Happy Learning!
💖 💪 🙅 🚩
Shaurya Lalwani
Posted on July 15, 2020
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