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Unbiased Estimation of Central Moments in Unbalanced Two- and Three-Level Models

Dan Ben-Moshe and David Genesove

Papers from arXiv.org

Abstract: This paper derives closed-form unbiased estimators of central moments in multilevel random-effects models with unbalanced group sizes. In a two-level model, we provide unbiased estimators for the second, third, and fourth central moments under both group-level and observation-level averaging. In a three-level model, we provide unbiased estimators for the second and third central moments.

Date: 2026-02
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