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Optimal Weighted Least Squares Estimate Improves Linear Regression Accuracy.
The article compares different methods for estimating a linear weighted regression model. They looked at least squares estimate, optimal weighted least squares estimate, and linear unbiased minimum variance estimate. The study found that under certain conditions, the optimal weighted least squares estimate and linear unbiased minimum variance estimate can converge to the same estimate.