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08/08/2023
A hierarchical Bayesian model for estimating age-specific COVID-19 infection fatality rates in developing countries
The COVID-19 infection fatality rate (IFR) is the proportion of individu...
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01/30/2023
Incorporating prior information into distributed lag nonlinear models with zero-inflated monotone regression trees
In environmental health research there is often interest in the effect o...
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04/13/2022
Infinite Hidden Markov Models for Multiple Multivariate Time Series with Missing Data
Exposure to air pollution is associated with increased morbidity and mor...
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03/31/2022
Integrating Biological Knowledge in Kernel-Based Analyses of Environmental Mixtures and Health
A key goal of environmental health research is to assess the risk posed ...
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09/28/2021
Heterogeneous Distributed Lag Models to Estimate Personalized Effects of Maternal Exposures to Air Pollution
Children's health studies support an association between maternal enviro...
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07/30/2021
Multiple exposure distributed lag models with variable selection
Distributed lag models are useful in environmental epidemiology as they ...
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02/17/2021
Estimating Perinatal Critical Windows to Environmental Mixtures via Structured Bayesian Regression Tree Pairs
Maternal exposure to environmental chemicals during pregnancy can alter ...
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01/13/2021
Bayesian Multiple Index Models for Environmental Mixtures
An important goal of environmental health research is to assess the risk...
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10/13/2020
Treed distributed lag non-linear models
In studies of maternal exposure to air pollution a children's health out...
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05/30/2020
Bayesian Nonparametric Monotone Regression
In many applications there is interest in estimating the relation betwee...
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04/29/2019
