13 citations · 17 across the 15 of their papers we have counts for
Showing 2017 · stat.MEShow all
2 papers · 2 filters
stat.ME2017★ 13 cited
Causal inference for social network data
Elizabeth L. Ogburn, Oleg Sofrygin, Ivan Diaz +1
We describe semiparametric estimation and inference for causal effects using observational data from a single social network. Our asymptotic results are the first to allow for depe…
stat.ME2017
Doubly Robust Inference for Targeted Minimum Loss Based Estimation in Randomized Trials with Missing Outcome Data
Iván Díaz, Mark J. van der Laan
Missing outcome data is one of the principal threats to the validity of treatment effect estimates from randomized trials. The outcome distributions of participants with missing an…