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stat.AP2026
Evaluating for the long term: Learnings from industry
Leif Sigerson, Tom Cunningham, Winston Chou +22
Online platforms prioritize long-term business outcomes, yet typical experiments are far too short to measure these outcomes directly. Our goal in this paper is to collect and shar…
stat.AP2023
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…