activity
20182026
most citedA Bayesian hierarchical small-area population model accounting for data source specific methodologies from American Community Survey, Population Estimates Program, and Decennial Census data

3 citations · 6 across the 15 of their papers we have counts for

collaborators
Showing 2023Show all

6 papers · 1 filter

stat.ME2023

A Bayesian Spatial Berkson error approach to estimate small area opioid mortality rates accounting for population-at-risk uncertainty

Emily N Peterson, Rachel C. Nethery, Jarvis T. Chen +4

Monitoring small-area geographical population trends in opioid mortality has large scale implications to informing preventative resource allocation. A common approach to obtain sma…

cs.LG2023

Optimizing Heat Alert Issuance with Reinforcement Learning

Ellen M. Considine, Rachel C. Nethery, Gregory A. Wellenius +2

A key strategy in societal adaptation to climate change is using alert systems to prompt preventative action and reduce the adverse health impacts of extreme heat events. This pape…

stat.AP2023★ 2 cited

Severe flooding and cause-specific hospitalization in the United States

Sarika Aggarwal, Jie K. Hu, Jonathan A. Sullivan +2

Flooding is one of the most disruptive and costliest climate-related disasters and presents an escalating threat to population health due to climate change and urbanization pattern…

stat.ME2023

Causal exposure-response curve estimation with surrogate confounders: a study of air pollution and children's health in Medicaid claims data

Jenny J. Lee, Xiao Wu, Francesca Dominici +1

In this paper, we undertake a case study to estimate a causal exposure-response function (ERF) for long-term exposure to fine particulate matter (PM) and respiratory hospit…

stat.AP2023

Spatio-temporal quasi-experimental methods for rare disease outcomes: The impact of reformulated gasoline on childhood hematologic cancer

Sofia L. Vega, Rachel C. Nethery

Although some pollutants emitted in vehicle exhaust, such as benzene, are known to cause leukemia in adults with high exposure levels, less is known about the relationship between…

stat.ME2023

Environmental Justice Implications of Power Plant Emissions Control Policies: Heterogeneous Causal Effect Estimation under Bipartite Network Interference

Kevin L. Chen, Falco J. Bargagli Stoffi, Raphael C. Kim +1

Emissions generators, such as coal-fired power plants, are key contributors to air pollution and thus environmental policies to reduce their emissions have been proposed. Furthermo…