Estimation and Inference of Heterogeneous Treatment Effects using Random Forests

Provides a canonical overview or reference point for the relevant DoOperator research area.

A canonical paper on causal forests and honest tree-based estimation and inference for heterogeneous treatment effects.

Use when orienting a new paper, blog post, benchmark, or research plan in this area.

Do not cite the overview as evidence that a specific method works in a specific deployment setting without checking the underlying primary paper.