Finite-sample bias-variance tradeoff with variables related to trial participation inserted into causal forest models for ensuring generalizability

Rikuta Hamaya, Etsuji Suzuki, Konan Hara

Estimating conditional average treatment effects (CATE) from randomized controlled trials (RCTs) and generalizing them to broader populations is essential for personalizing treatme…