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# The Guass-Markov Theorem

• This theorem says that if the assumptions of linear regression are true, then the OLS estimators have following properties:
• OLS estimated coefficients have minimum variance compared to other methods of estimation
• OLS estimated coefficients are based on linear functions
• OLS estimated coefficients are unbiased
• OLS estimate of variance of errors is unbiased