Signs of the coefficients in least squares model equations (Q1058977)

In models intended for the calculation of standards and for control, it is recommended to ensure that the signs of the model coefficients are the same as the signs of the correlation coefficients between the dependent variable and the independent variables. We investigate the properties of the coefficient signs and the accuracy of the models constructed by the least squares method using the weighted sum of the independent variables with different weights as the regression variable.