8 citations · 13 across the 3 of their papers we have counts for
4 papers
Monotone function estimation in the presence of extreme data coarsening: Analysis of preeclampsia and birth weight in urban Uganda
Jennifer E. Starling, Catherine E. Aiken, Jared S. Murray +2
This paper proposes a Bayesian hierarchical model to characterize the relationship between birth weight and maternal pre-eclampsia across gestation at a large maternity hospital in…
Targeted Smooth Bayesian Causal Forests: An analysis of heterogeneous treatment effects for simultaneous versus interval medical abortion regimens over gestation
Jennifer E. Starling, Jared S. Murray, Patricia A. Lohr +3
We introduce Targeted Smooth Bayesian Causal Forests (tsBCF), a nonparametric Bayesian approach for estimating heterogeneous treatment effects which vary smoothly over a single cov…
BART with Targeted Smoothing: An analysis of patient-specific stillbirth risk
Jennifer E. Starling, Jared S. Murray, Carlos M. Carvalho +2
This article introduces BART with Targeted Smoothing, or tsBART, a new Bayesian tree-based model for nonparametric regression. The goal of tsBART is to introduce smoothness over a…
Socioeconomic bias in influenza surveillance
Samuel V. Scarpino, James G. Scott, Rosalind M. Eggo +3
Individuals in low socioeconomic brackets are considered at-risk for developing influenza-related complications and often exhibit higher than average influenza-related hospitalizat…