machine-learning

Combining techniques from causal inference, machine learning, and semiparametric statistics to develop efficient, robust estimators of treatment effects in experimental and observational study settings.

Efficient estimation of functional target parameters based on the highly adaptive lasso minimum loss estimator (HAL-MLE).