2 citations · 8 across the 11 of their papers we have counts for
3 papers · 1 filter
Doubly robust machine learning for an instrumental variable study of surgical care for cholecystitis
Kenta Takatsu, Alexander W. Levis, Edward Kennedy +2
Comparative effectiveness research frequently employs the instrumental variable design since randomized trials can be infeasible for many reasons. In this study, we investigate and…
Incremental Propensity Score Effects for Criminology: An Application Assessing the Relationship Between Homelessness, Behavioral Health Problems, and Recidivism
Leah A. Jacobs, Alec McClean, Zach Branson +2
This study examines the relationship between homelessness and recidivism among people on probation with and without behavioral health problems. The study also illustrates a new way…
A nonparametric projection-based estimator for the probability of causation, with application to water sanitation in Kenya
Maria Cuellar, Edward H. Kennedy
Current estimation methods for the probability of causation (PC) make strong parametric assumptions or are inefficient. We derive a nonparametric influence-function-based estimator…