Data Science, Variance, A B Testing, LinkedIn.
to surrogate metrics. How are surrogate metrics calculated? As noted above, a surrogate metric is a prediction of the north star metric using predictors observed during our experiment. Figure 1: illustration of the difference in time requirement between a predicted surrogate metric and the summed