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Kling-Gupta linear regression

math.ST · 2026-06-08 · unverdicted · novelty 6.0

Kling-Gupta linear regression scales the OLS coefficient vector by a variance-inflation factor based on sample moments, preserves response variance on the training set, and converges almost surely to explicit population limits while maximizing KGE but not NSE.

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  • Kling-Gupta linear regression math.ST · 2026-06-08 · unverdicted · none · ref 47

    Kling-Gupta linear regression scales the OLS coefficient vector by a variance-inflation factor based on sample moments, preserves response variance on the training set, and converges almost surely to explicit population limits while maximizing KGE but not NSE.