How do you calculate a least squares regression line by hand? When calculating least squares regressions by hand, the first step is to find the means of the dependent and independent variables.

The performance of least squares (LS), weighted least squares (WLS), and maximum likelihood (ML) estimators of the regression parameters was compared in sampling experiments in which the error ...