Causal trees
Causal trees
Measuring treatment effects in leaves
Sample splitting for treatment effects
Honest trees
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
Causal forests
Bayesian causal forests