activity
20162023
most citedSpatial modeling of dyadic genetic relatedness data: Identifying factors associated with M. tuberculosis transmission in Moldova

2 citations · 4 across the 9 of their papers we have counts for

collaborators

9 papers

stat.AP2023

A Scalar-on-Quantile-Function Approach for Estimating Short-term Health Effects of Environmental Exposures

Yuzi Zhang, Howard H. Chang, Joshua L. Warren +1

Environmental epidemiologic studies routinely utilize aggregate health outcomes to estimate effects of short-term (e.g., daily) exposures that are available at increasingly fine sp…

stat.ME2022

A Bayesian framework for incorporating exposure uncertainty into health analyses with application to air pollution and stillbirth

Saskia Comess, Howard H. Chang, Joshua L. Warren

Studies of the relationships between environmental exposures and adverse health outcomes often rely on a two-stage statistical modeling approach, where exposure is modeled/predicte…

stat.ME2021★ 2 cited

Spatial modeling of dyadic genetic relatedness data: Identifying factors associated with M. tuberculosis transmission in Moldova

Joshua L. Warren, Melanie H. Chitwood, Benjamin Sobkowiak +3

Understanding factors that contribute to the increased likelihood of disease transmission between two individuals is important for infection control. However, analyzing measures of…

stat.ME2021

Critical Window Variable Selection for Mixtures: Estimating the Impact of Multiple Air Pollutants on Stillbirth

Joshua L. Warren, Howard H. Chang, Lauren K. Warren +3

Understanding the role of time-varying pollution mixtures on human health is critical as people are simultaneously exposed to multiple pollutants during their lives. For vulnerable…

stat.AP2018

A spatially varying change points model for monitoring glaucoma progression using visual field data

Samuel I. Berchuck, Jean-Claude Mwanza, Joshua L. Warren

Glaucoma disease progression, as measured by visual field (VF) data, is often defined by periods of relative stability followed by an abrupt decrease in visual ability at some poin…

stat.AP2018

Diagnosing Glaucoma Progression with Visual Field Data Using a Spatiotemporal Boundary Detection Method

Samuel I. Berchuck, Jean-Claude Mwanza, Joshua L. Warren

Diagnosing glaucoma progression is critical for limiting irreversible vision loss. A common method for assessing glaucoma progression uses a longitudinal series of visual fields (V…