Statistical Inference under Adaptive Sampling with LinUCB

Wei Fan, Kevin Tan, Yuting Wei

Adaptively collected data has become ubiquitous within modern practice. However, even seemingly benign adaptive sampling schemes can introduce severe biases, rendering traditional…