Research

A full list of publications can be found here.

Selected publications

Christine W Bang, Janine Witte, Ronja Foraita, and Vanessa Didelez. “Improving Finite Sample Performance of Causal Discovery by Exploiting Temporal Structure”. Statistical Methods in Medical Research, 35(4):867-886, 2026. (link). 

Christine W Bang and Vanessa Didelez. “Constraint-based causal discovery with tiered background knowledge and incomplete information”. Proceedings of the Fourth Conference on Causal Learning and Reasoning, PMLR 275:1116-1146, 2025 (link).

Ryan M Andrews, Christine W Bang, Vanessa Didelez, Janine Witte and Ronja Foraita. “Software Application Profile: tpc and micd – R packages for causal discovery with incomplete cohort data”. International Journal of Epidemiology, 53(5):dyae113, 2024 (link).

Christine W Bang and Vanessa Didelez. “Do we become wiser with time? On causal equivalence with tiered background knowledge”. Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence, PMLR 216:119-129, 2023 (link).