Data Science, Variance, A B Testing, LinkedIn.
method depends on wether you can predict the north star metric. If you can develop an accurate and precise model, the method will work well. If not, it will be ineffective. The authors note that it’s often helpful to develop surrogate metric predictions for different user groups and platforms.