Efficient estimation of functional target parameters based on the highly adaptive lasso minimum loss estimator (HAL-MLE).
Defining novel, more flexible causal effects for mediation analysis, primarily using the formalism of stochastic interventions.
Estimating the causal effects of stochastic treatment regimes, including conditional density estimation and two-phase sampling corrections.