Anytime-Valid Inference in Adaptive Experiments: Covariate Adjustment and Balanced Power

Daniel Molitor, Samantha Gold

Adaptive experiments such as multi-armed bandits offer efficiency gains over traditional randomized experiments but pose two major challenges: invalid inference on the Average Trea…