Causal Inference with Stochastic Interventions
Nima Hejazi
Biostatistics PhD candidate
Publications
Causal mediation analysis for stochastic interventions
Mediation analysis in causal inference has traditionally focused on binary treatment regimes and deterministic interventions, as well …
Generally efficient nonparametric inference under two-phase sampling, with applications to stochastic interventions
The advent and subsequent widespread availability of preventive vaccines has altered the course of public health in the twentieth …
Talks
Robust Nonparametric Inference for Stochastic Interventions Under Multi-Stage Sampling
Abstract: Perhaps too often, work in statistical causal inference focuses on the effect of deterministic interventions, under which, …