Suppose we have a set of n observations of ordered pairs (xi,yi) .Given the simple linear regression equation yi=b0+b1xi, the error between each observed yi and the predicted yiis given by ei=yiyi.We want to find a choice for b0 and b1that minimizes the sum of the squared errors.