Causal Effects of Stochastic Interventions

Nima Hejazi
PhD Candidate in Biostatistics

My research interests lie at the intersection of causal inference and machine learning, especially as applied to the statistical analysis of complex data from observational studies and experiments in the biomedical and health sciences.


Mediation analysis in causal inference has traditionally focused on binary treatment regimes and deterministic interventions, as well …


Much of the focus of statistical causal inference has been devoted to assessing the effects of static interventions, which specify a …

Perhaps too often, work in statistical causal inference focuses on the effect of deterministic interventions, under which, for each …