20 citations · 20 across the 2 of their papers we have counts for
2 papers
stat.AP2021
Optimal-Design Domain-Adaptation for Exposure Prediction in Two-Stage Epidemiological Studies
Ron Sarafian, Itai Kloog, Jonathan D. Rosenblatt
In the first stage of a two-stage study, the researcher uses a statistical model to impute the unobserved exposures. In the second stage, imputed exposures serve as covariates in e…
stat.AP2019★ 20 cited
Gaussian Markov Random Fields versus Linear Mixed Models for satellite-based PM2.5 assessment: Evidence from the Northeastern USA
Ron Sarafian, Itai Kloog, Allan C. Just +1
Studying the effects of air-pollution on health is a key area in environmental epidemiology. An accurate estimation of air-pollution effects requires spatio-temporally resolved dat…