34 citations · 55 across the 10 of their papers we have counts for
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stat.ME2015★ 1 cited
Organic direct and indirect effects with post-treatment common causes of mediator and outcome
Judith J Lok
Most of the literature on direct and indirect effects assumes that there are no post-treatment common causes of the mediator and the outcome. In contrast to natural direct and indi…
stat.ME2015★ 9 cited
Doubly Robust Goodness-of-Fit Test of Coarse Structural Nested Mean Models with Application to Initiating combination antiretroviral treatment in HIV-Positive Patients
Shu Yang, Judith J. Lok
Coarse Structural Nested Mean Models (SNMMs) provide useful tools to estimate treatment effects from longitudinal observational data with time-dependent confounders. Coarse SNMMs l…