Statistical Estimation - GLS Estimation

The Generalized Least Squares (GLS) discrepancy function compensates for these problems by, in effect, standardizing each element of Esamp. The resulting discrepancy function is

(54)

and the estimates resulting from minimizing the function are called Generalized Least Squares (GLS) estimates, denoted

(55)