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Journal of the Royal Statistical Society: Series C (Applied Statistics) , volume=

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Bias Correction for Semiparametric Regression Models

stat.ME · 2026-05-09 · unverdicted · novelty 4.0

SABRE is a simulation-based bias correction framework that reduces finite-sample bias for the parametric component and dispersion parameter in semiparametric regression models, with asymptotic bias reduction without variance inflation shown for generalized partially linear models.

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  • Bias Correction for Semiparametric Regression Models stat.ME · 2026-05-09 · unverdicted · none · ref 9

    SABRE is a simulation-based bias correction framework that reduces finite-sample bias for the parametric component and dispersion parameter in semiparametric regression models, with asymptotic bias reduction without variance inflation shown for generalized partially linear models.