A comparison of statistical and machine learning methods for creating national daily maps of ambient PM${}_{2.5}$ concentration

Veronica J. Berrocal, Yawen Guan, Amanda Muyskens +4

A typical problem in air pollution epidemiology is exposure assessment for individuals for which health data are available. Due to the sparsity of monitoring sites and the limited…