97 citations · 99 across the 2 of their papers we have counts for
2 papers
stat.AP2021★ 2 cited
A practical guide to causal discovery with cohort data
Ryan M. Andrews, Ronja Foraita, Vanessa Didelez +1
In this guide, we present how to perform constraint-based causal discovery using three popular software packages: pcalg (with add-ons tpc and micd), bnlearn, and TETRAD. We focus o…
stat.ME2020★ 97 cited
Insights into the "cross-world" independence assumption of causal mediation analysis
Ryan M. Andrews, Vanessa Didelez
Causal mediation analysis is a useful tool for epidemiological research, but it has been criticized for relying on a "cross-world" independence assumption that is empirically diffi…