ESE Seminar: “Adapting black-box machine learning methods for causal inference”
Room 337, Towne Building 220 South 33rd Street, Philadelphia, PA, United StatesAbstract: I'll discuss the use of observational data to estimate the causal effect of a treatment on an outcome. This task is complicated by the presence of 'confounders' that influence both treatment and outcome, inducing observed associations that are not causal. Causal estimation is achieved by adjusting for this confounding by using observed covariate information. I'll […]