184 citations · 815 across the 63 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★ 106 cited
Replication or exploration? Sequential design for stochastic simulation experiments
Mickael Binois, Jiangeng Huang, Robert B Gramacy +1
We investigate the merits of replication, and provide methods for optimal design (including replicates), with the goal of obtaining globally accurate emulation of noisy computer si…