Linear Regression, Regression Analysis, Matrix Algebra.
regression parameters are estimated by minimizing the sum of squared errors, the vertical distance of each observed response from the regression line. The least square method yields equations 2 and 3 which are used to find the estimated parameters b̂1 and b̂0 for b1 and b0, respectively. Equation 5