Abstract: This paper introduces the quality of the weighted least squares estimate and the method to choose the common weighted function choose,gives a standard of judging a good least squares estimate,and proposes the iteration algorithm of choosing weighted function.

Key words: weighted least squares estimate, weighted function, iteration algorithm