Postdoctoral researcher
Université de Montréal
My primary research interest is in causal inference methodology. In general, I am interested in developing methodologies in Dynamic Treatment Regimes (DTRs), and implementing such methods in real-world scenarios. In the context of multi-stage treatment decisions, a DTR is a sequence of decision rules which at each stage takes patient information (such as age, health status, or prior treatment) as input, and outputs a treatment recommendation. There are two challenges of practical interest I am focusing on, which are assumption violation and competing outcomes.