Ab Testing, Experiment, Data Science, Machine Learning.
because we assume that before experimental treatment the effect of a covariate between groups is the same. The equation basically says that this new control variate outcome has the same expected value as the actual outcome. Next, we compute the variance of the control variate. The variance equation