Data Science, Variance, A B Testing, LinkedIn.
the success/failure an experiment. Develop a surrogate metric by predicting our north star. The features for our predicted north star must be observable during our experiment timeframe. Use our surrogate metric in our experiment. Note that when calculating statistical significance we have to adjust