20 citations · 22 across the 4 of their papers we have counts for
4 papers
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…
Function-on-Function Regression for the Identification of Epigenetic Regions Exhibiting Windows of Susceptibility to Environmental Exposures
Michele Zemplenyi, Mark J. Meyer, Andres Cardenas +9
The ability to identify time periods when individuals are most susceptible to exposures, as well as the biological mechanisms through which these exposures act, is of great public…
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…
Spatial Multiresolution Analysis of the Effect of PM2.5 on Birth Weights
Joseph Antonelli, Joel Schwartz, Itai Kloog +1
Fine particulate matter (PM2.5) measured at a given location is a mix of pollution generated locally and pollution traveling long distances in the atmosphere. Therefore, the identi…