42 citations · 66 across the 10 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
stat.ME2019★ 1 cited
Analysis of regression discontinuity designs using censored data
Youngjoo Cho, Chen Hu, Debashis Ghosh
In medical settings, treatment assignment may be determined by a clinically important covariate that predicts patients' risk of event. There is a class of methods from the social s…
cs.CY2019★ 2 cited
A Simulation Based Dynamic Evaluation Framework for System-wide Algorithmic Fairness
Efrén Cruz Cortés, Debashis Ghosh
We propose the use of Agent Based Models (ABMs) inside a reinforcement learning framework in order to better understand the relationship between automated decision making tools, fa…
stat.AP2019★ 5 cited
Accuracy of the Epic Sepsis Prediction Model in a Regional Health System
Tellen Bennett, Seth Russell, James King +6
Interest in an electronic health record-based computational model that can accurately predict a patient's risk of sepsis at a given point in time has grown rapidly in the last seve…