Data Science, Variance, A B Testing, LinkedIn.
So if this equation is true, y is independent of whether the user is in the treatment or control. And, if this is the case, the surrogate metric is the only thing that’s required to predict y. In practice it’s near impossible to meet this criteria, however the closer we are to equality, the more