Asymptotic Representations for Sequential Decisions, Adaptive Experiments, and Batched Bandits

Keisuke Hirano, Jack R. Porter

We develop asymptotic approximations that can be applied to sequential estimation and inference problems, adaptive randomized controlled trials, and related settings. In batched ad…