Multiple Regression Model

Multiple Regression Model
sites.google.com/site/econome...
Lecture: Multiple Regression Model.pdf
drive.google.com/file/d/1_x9K...
Timestamps:
00:00 Multiple Regression Model
01:00 Multiple regression terminology
06:10 Examples and interpretation of coefficients
11:40 Derivation of OLS estimates, OLS properties, partialling out
21:06 Goodness of fit: R-squared and adjusted R-squared
34:44 Gauss Markov assumptions
36:58 Perfect collinearity vs multicollinearity
55:47 Unbiasedness of OLS estimators (omitted variable bias)
1:15:41 Variance of OLS estimators (variance in misspecified models)
1:26:00 Gauss-Markov theorem (BLUE)
Econometrics Academy:
sites.google.com/site/econome...