Ab Testing, Experiment, Data Science, Machine Learning.
(2013) and is referred to as CUPED. They borrow this idea from control covariate used in Monte Carlo simulations. In this method, we can notice the following relationship: Y_hat represents an unbiased estimator for E(Y). −θE(X) + θE(X) should cancel each other out given an appropriate theta,