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stat.ME2023
Indexing and Partitioning the Spatial Linear Model for Large Data Sets
Jay M. Ver Hoef, Michael Dumelle, Matt Higham +2
We consider four main goals when fitting spatial linear models: 1) estimating covariance parameters, 2) estimating fixed effects, 3) kriging (making point predictions), and 4) bloc…
stat.ME2014
Estimating Abundance from Counts in Large Data Sets of Irregularly-Spaced Plots using Spatial Basis Functions
Jay M. Ver Hoef, John K. Jansen
Monitoring plant and animal populations is an important goal for both academic research and management of natural resources. Successful management of populations often depends on o…