9 citations · 11 across the 3 of their papers we have counts for
3 papers
stat.ME2024
Experimentation on Endogenous Graphs
Wenshuo Wang, Edvard Bakhitov, Dominic Coey
We study experimentation under endogenous network interference. Interference patterns are mediated by an endogenous graph, where edges can be formed or eliminated as a result of tr…
stat.ME2022★ 2 cited
Empirical Bayes Selection for Value Maximization
Dominic Coey, Kenneth Hung
We study the problem of selecting the best units from a set of as , where noisy, heteroskedastic measurements of the units' true values are available…
stat.ML2021★ 9 cited
Machine Learning for Variance Reduction in Online Experiments
Yongyi Guo, Dominic Coey, Mikael Konutgan +3
We consider the problem of variance reduction in randomized controlled trials, through the use of covariates correlated with the outcome but independent of the treatment. We propos…