16 citations · 56 across the 8 of their papers we have counts for
Showing 2017 · stat.MEShow all
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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★ 8 cited
Sequential Double Robustness in Right-Censored Longitudinal Models
Alexander R. Luedtke, Oleg Sofrygin, Mark J. van der Laan +1
Consider estimating the G-formula for the counterfactual mean outcome under a given treatment regime in a longitudinal study. Bang and Robins provided an estimator for this quantit…