We can estimate the weights by generalized least squares. We will discuss the choice of the functions later. The estimated discount function is the function of the estimated weights .
which is a linear regression model under the constraint that , which can be expressed as follows:
The GLS estimation for the weights of equation (2) under the constraint of equation (3) is