Mediation Analysis in Causal Inference

Investigations in estimating causal effects defined in the presence of _mediation_ (e.g., natural direct effect), based on stochastic treatment regimes.

Causal Inference with Stochastic Interventions

Investigations in causal inference with stochastic treatment regimes, a flexible formalism more _realistic_ than dynamic or deterministic treatment rules.

R Packages

Software packages developed to extend the R programming language.

Variance Shrinkage for Locally Efficient Estimators

Investigations in applying methods for variance moderation to stabilize locally efficient estimators for data analytic use in high-dimensional biology.