Author

Jun-Fan Tao

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Preprint Sep 2026

Empirical Bayes for compound adaptive experiments

We investigate Empirical Bayes (EB) methods in the context of compound adaptive experiments, where the arm distribution in each experiment follows a normal distribution with an unknown mean that we seek to estimate. There are two main EB strategies: $g$-modeling, which estimates the prior by maximizing the marginal lik...

Karun Adusumilli, Jia-Ying Gu, Jun-Fan Tao · 0 citations