Design Stability in Adaptive Experiments: Implications for Treatment Effect Estimation

Saikat Sengupta, Koulik Khamaru, Suvrojit Ghosh +1

We study the problem of estimating the average treatment effect (ATE) under sequentially adaptive treatment assignment mechanisms. In contrast to classical completely randomized de…