3 papers
stat.ME2025
Borrowing Strength Across Exposures and Outcomes via Index Models for Multi-pollutant Mixtures
Glen McGee, Joseph Antonelli
An important goal of environmental health research is to assess the health risks posed by mixtures of multiple environmental exposures. In these mixtures analyses, flexible models…
stat.ME2025
Estimating Average Causal Effects with Incomplete Exposure and Confounders
Lan Wen, Glen McGee
Standard methods for estimating average causal effects require complete observations of the exposure and confounders. In observational studies, however, missing data are ubiquitous…
stat.ME2025
Estimating Associations Between Cumulative Exposure and Health via Generalized Distributed Lag Non-Linear Models using Penalized Splines
Tianyi Pan, Hwashin Hyun Shin, Glen McGee +1
Quantifying associations between short-term exposure to ambient air pollution and health outcomes is an important public health priority. Many studies have investigated the associa…