Search Results for author: Akihiro Oga

Found 1 papers, 0 papers with code

Active Adaptive Experimental Design for Treatment Effect Estimation with Covariate Choices

no code implementations6 Mar 2024 Masahiro Kato, Akihiro Oga, Wataru Komatsubara, Ryo Inokuchi

To design an adaptive experiment, we first derive the efficient covariate density and propensity score that minimizes the semiparametric efficiency bound, a lower bound for the asymptotic variance given a fixed covariate density and a fixed propensity score.

Experimental Design

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