Double Variable Importance Matching to Estimate Distinct Causal Effects on Event Probability and Timing

Yuqi Li, Quinn Lanners, Matthew M. Engelhard

In many clinical contexts, estimating effects of treatment in time-to-event data is complicated not only by confounding, censoring, and heterogeneity, but also by the presence of a…