39 citations · 104 across the 26 of their papers we have counts for
Showing 2017 · stat.MEShow all
2 papers · 2 filters
stat.ME2017★ 15 cited
A Case Study Competition Among Methods for Analyzing Large Spatial Data
Matthew J. Heaton, Abhirup Datta, Andrew Finley +10
The Gaussian process is an indispensable tool for spatial data analysts. The onset of the "big data" era, however, has lead to the traditional Gaussian process being computationall…
stat.ME2017
Spatial disease mapping using Directed Acyclic Graph Auto-Regressive (DAGAR) models
Abhirup Datta, Sudipto Banerjee, James S. Hodges
Hierarchical models for regionally aggregated disease incidence data commonly involve region specific latent random effects that are modeled jointly as having a multivariate Gaussi…