Estimation Methods under Unconfoundedness ========================================= This section contains methods for estimating (heterogeneous) treatment effects, whose theoretical guarantees are valid only when all potential confounders/controls (factors that simultaneously had a direct effect on the treatment decision in the collected data and the observed outcome) are observed. .. toctree:: :maxdepth: 3 estimation/dml.rst estimation/dr.rst estimation/forest.rst estimation/metalearners.rst