Data Science, Variance, A B Testing, LinkedIn.
the our predicted value and y is the true value. The probability on the left represents the likelihood that our predicted value for y is correct, conditioned on our surrogate metric S and treatment W. The probability on the right represents the same, but excludes that we condition on the treatment.