Inverting estimating equations for causal inference on quantiles

C Cheng, F Li - Biometrika, 2025 - academic.oup.com
The causal inference literature frequently focuses on estimating the mean of the potential
outcome, whereas quantiles of the potential outcome may carry important additional …

A flexible Bayesian g-formula for causal survival analyses with time-dependent confounding

X Chen, L Hu, F Li - arxiv preprint arxiv:2402.02306, 2024 - arxiv.org
In longitudinal observational studies with a time-to-event outcome, a common objective in
causal analysis is to estimate the causal survival curve under hypothetical intervention …