Bridging Control Variates and Regression Adjustment in A/B Testing: From Design-Based to Model-Based Frameworks

Yu Zhang, Bokui Wan, Yongli Qin

A B testing serves as the gold standard for large scale, data driven decision making in online businesses. To mitigate metric variability and enhance testing sensitivity, control v…