6 citations · 16 across the 7 of their papers we have counts for
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stat.ME2020
Random Spatial Forests
Travis Hee Wai, Michael T. Young, Adam A. Szpiro
We introduce random spatial forests, a method of bagging regression trees allowing for spatial correlation. Our main contribution is the development of a computationally efficient…
stat.AP2020★ 3 cited
Spatial Matrix Completion for Spatially-Misaligned and High-Dimensional Air Pollution Data
Phuong T. Vu, Adam A. Szpiro, Noah Simon
In health-pollution cohort studies, accurate predictions of pollutant concentrations at new locations are needed, since the locations of fixed monitoring sites and study participan…