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Kent, Michael Sorensen (1982)

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Fast Convergence for Weighted Least Squares Estimates

math.ST · 2026-04-30 · unverdicted · novelty 6.0

Constructs a one-parameter family of bivariate distributions on a fixed half-space where the weighted least squares estimator for the parameter converges at a rate faster than the classic square root rate, coinciding with MLE in the Gaussian variance mixture case.

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  • Fast Convergence for Weighted Least Squares Estimates math.ST · 2026-04-30 · unverdicted · none · ref 1

    Constructs a one-parameter family of bivariate distributions on a fixed half-space where the weighted least squares estimator for the parameter converges at a rate faster than the classic square root rate, coinciding with MLE in the Gaussian variance mixture case.