40 citations · 105 across the 14 of their papers we have counts for
15 papers
Toward Joint Prediction of a Longitudinal Marker and a Terminal Event: A bivariate discrete-time framework
Stephanie Armbruster, Daniel Kramer, Rui Duan +3
Sudden cardiac death (SCD) is a leading cause of death in the U.S. Patients at elevated risk of SCD are primarily treated with an implantable cardioverter-defibrillator (ICD), whic…
Group lasso priors for Bayesian accelerated failure time models with left-truncated and interval-censored data
Harrison T. Reeder, Sebastien Haneuse, Kyu Ha Lee
An important task in health research is to characterize time-to-event outcomes such as disease onset or mortality in terms of a potentially high-dimensional set of risk factors. Fo…
Characterizing quantile-varying covariate effects under the accelerated failure time model
Harrison T. Reeder, Kyu Ha Lee, Sebastien Haneuse
An important task in survival analysis is choosing a structure for the relationship between covariates of interest and the time-to-event outcome. For example, the accelerated failu…
Double sampling for informatively missing data in electronic health record-based comparative effectiveness research
Alexander W. Levis, Rajarshi Mukherjee, Rui Wang +2
Missing data arise in most applied settings and are ubiquitous in electronic health records (EHR). When data are missing not at random (MNAR) with respect to measured covariates, s…
Penalized Estimation of Frailty-Based Illness-Death Models for Semi-Competing Risks
Harrison T. Reeder, Junwei Lu, Sebastien Haneuse
Semi-competing risks refers to the survival analysis setting where the occurrence of a non-terminal event is subject to whether a terminal event has occurred, but not vice versa. S…
Building a Foundation for Data-Driven, Interpretable, and Robust Policy Design using the AI Economist
Alexander Trott, Sunil Srinivasa, Douwe van der Wal +2
Optimizing economic and public policy is critical to address socioeconomic issues and trade-offs, e.g., improving equality, productivity, or wellness, and poses a complex mechanism…