Evaluating the Surrogate Index as a Decision-Making Tool Using 200 A/B Tests at Netflix

Vickie Zhang, Michael Zhao, and Maria Dimakopoulou +2

Surrogate index approaches have recently become a popular method of estimating longer-term impact from shorter-term outcomes. In this paper, we leverage 1098 test arms from 200 A/B…