16 citations · 56 across the 8 of their papers we have counts for
3 papers · 1 filter
tmleCommunity: A R Package Implementing Target Maximum Likelihood Estimation for Community-level Data
Chi Zhang, Jennifer Ahern, Mark J. van der Laan +1
Over the past years, many applications aim to assess the causal effect of treatments assigned at the community level, while data are still collected at the individual level among i…
Robust and Flexible Estimation of Stochastic Mediation Effects: A Proposed Method and Example in a Randomized Trial Setting
Kara E. Rudolph, Oleg Sofrygin, Wenjing Zheng +1
Causal mediation analysis can improve understanding of the mechanisms underlying epidemiologic associations. However, the utility of natural direct and indirect effect estimation h…
Targeted Learning with Daily EHR Data
Oleg Sofrygin, Zheng Zhu, Julie A Schmittdiel +4
Electronic health records (EHR) data provide a cost and time-effective opportunity to conduct cohort studies of the effects of multiple time-point interventions in the diverse pati…