Estimating heterogeneous treatment effects with right-censored data via causal survival forests

Yifan Cui, Michael R. Kosorok, Erik Sverdrup +2

Forest-based methods have recently gained in popularity for non-parametric treatment effect estimation. Building on this line of work, we introduce causal survival forests, which c…