3 papers
stat.ME2025
Causal Mediation Analysis with Multiple Mediators: A Simulation Approach
Jesse Zhou, Geoffrey T. Wodtke
Analyses of causal mediation often involve exposure-induced confounders or, relatedly, multiple mediators. In such applications, researchers aim to estimate a variety of different…
q-bio.QM2024
A Selfish Herd with a Target
Thomas Stemler, Shannon Dee Algar, Jesse Zhou
One of the most striking phenomena in biological systems is the tendency for biological agents to spatially aggregate, and subsequently display further collective behaviours such a…
stat.ML2024
Deep Learning With DAGs
Sourabh Balgi, Adel Daoud, Jose M. Peña +2
Social science theories often postulate causal relationships among a set of variables or events. Although directed acyclic graphs (DAGs) are increasingly used to represent these th…