Regression Assumptions in Stata for Beginners | Stata Tutorial
Mar 19, 2023
In this video, we explain how to test regression assumptions in Stata. In this video, we are particularly concerned about the normality, heteroskedasticity, and multicollinearity assumption
00:00 Introduction to video
1:55 Normality assumption
2:40 Save residual from a regression
4:08 Skewness and Kurtosis
5:14 Skewness Kurtosis test of normality
6:21 Shapiro Wilk Test of normality
7:18 Jarque Bera Test
8:08 P-P plot and Q-Q plot
10:45 Robust standard error
11:50 Heteroskedasticity test in Stata
15:17 Multicollieniearity test in Stata
16:25 Variance Inflation Factor (VIF)
Website: thedatahall.com
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