Why Adaptively Collected Data Have Negative Bias and How to Correct for It

Xinkun Nie, Xiaoying Tian, Jonathan Taylor +1

From scientific experiments to online A/B testing, the previously observed data often affects how future experiments are performed, which in turn affects which data will be collect…