Measuring treatment effects in leaves
Sample splitting for treatment effects
We use part of the sample to estimate \(\Theta \), and another part of the sample to estimate the treatment effect.
Estimating ATE using MCMC
Ensemble methods for causal trees
Bayesian causal forests