Data Science, Variance, A B Testing, LinkedIn.
our variance to account for prediction error in our model. But, what’s actually going on? Let’s slow down a bit and try to understand how surrogate metrics actually work. When should we use surrogate metrics? Surrogate metrics are really useful when our north star metric is something that takes a