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stat.ME2026
Optimal Variance Reduction in Randomized Experiments
Amir Najmi, Michael D. Keselman
This paper describes an approach to variance reduction in randomized experiments using side information (covariates of the response unaffected by treatment). As with Double ML[Cher…
stat.ME2013★ 5 cited
Feedback Detection for Live Predictors
Stefan Wager, Nick Chamandy, Omkar Muralidharan +1
A predictor that is deployed in a live production system may perturb the features it uses to make predictions. Such a feedback loop can occur, for example, when a model that predic…