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# OLS regression properties

• The sum of the residuals from the least squares regression line is 0

• The sum of the squared residuals is a minimum
â€‹Minimize ()
• The simple regression line always passes through the mean of the y variable and the mean of the x variable
• The least squares coefficients are unbiased estimates of Î²0 and Î²1