Causal Inference with Stochastic Interventions
Nima Hejazi
PhD Candidate in Biostatistics
Publications
Causal mediation analysis for stochastic interventions
Mediation analysis in causal inference has traditionally focused on binary treatment regimes and deterministic interventions, as well …
Efficient nonparametric inference on the effects of stochastic interventions under two-phase sampling, with applications to vaccine efficacy assessment
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, …