Multiple Regression Model in R
https://sites.google.com/site/econometricsacademy/masters-econometrics/multiple-regression-model
R script: Multiple Regression Model.R
https://drive.google.com/file/d/1EPeIXVPqagh24YT1SZHOdXJI1zPtlRFg/view?usp=sharing
Data files:
wage1.csv
https://drive.google.com/file/d/1SaG8C5srlocvikmZhFrKig1FjmgBEMmL/view?usp=sharing
CEOSAL1.csv
https://drive.google.com/file/d/11K8RfJErXc_E7xG7ZG1ad2Uwmdyact2J/view?usp=sharing
HTV.csv
https://drive.google.com/file/d/1aXwRKkCWzQrFqysHqTuh-3QTk76jTR4-/view?usp=sharing
elemapi2.csv
https://drive.google.com/file/d/1TvkCTw1NSD25ICo4ptyfbI13JYz4Wixm/view?usp=sharing
Timestamps:
00:00 Multiple Regression Model in R
01:33 Multiple regression
11:59 Partialling out
17:50 Goodness of fit (R-squared and adjusted R-squared)
33:19 Perfect collinearity
38:32 Multicollinearity using VIF
44:09 Omitted variable bias
54:11 Variance in misspecified models
56:05 Homoscedasticity and heteroscedasticity
Econometrics Academy:
https://sites.google.com/site/econometricsacademy/