Definition of the Simple Regression Model
Deriving the OLS Estimates
Unbiasedness and Variance
Consistency of OLS estimator
Consistency of Var(b|X)
Implementing OLS
Weighted Least Squares
Heteroskedasticity-consistent standard errors
Instrumental Variables
Logistic Regression
Multinomial Logistic Regression
Time Series

Weighted Least Squares