2 citations · 4 across the 3 of their papers we have counts for
4 papers
A path-specific effect approach to mediation analysis with time-varying mediators and time-to-event outcomes accounting for competing risks
Arce Domingo-Relloso, Yuchen Zhang, Ziqing Wang +7
Not accounting for competing events in survival analysis can lead to biased estimates, as individuals who die from other causes do not have the opportunity to develop the event of…
Scalable Gaussian Process Regression Via Median Posterior Inference for Estimating Multi-Pollutant Mixture Health Effects
Aaron Sonabend, Jiangshan Zhang, Edgar Castro +3
Humans are exposed to complex mixtures of environmental pollutants rather than single chemicals, necessitating methods to quantify the health effects of such mixtures. Research on…
Measurement Error-Robust Causal Inference via Constructed Instrumental Variables
Caleb H. Miles, Linda Valeri, Brent Coull
Measurement error can often be harmful when estimating causal effects. Two scenarios in which this is the case are in the estimation of (a) the average treatment effect when confou…
Comparison of methods for analyzing environmental mixtures effects on survival outcomes and application to a population-based cohort study
Melanie N. Mayer, Arce Domingo-Relloso, Marianthi-Anna Kioumourtzoglou +3
The estimation of the effect of environmental exposures and overall mixtures on a survival time outcome is common in environmental epidemiological studies. While advanced statistic…