A sparse linear algebra algorithm for fast computation of prediction variances with Gaussian Markov random fields

Andrew Zammit-Mangion, Jonathan Rougier

Gaussian Markov random fields are used in a large number of disciplines in machine vision and spatial statistics. The models take advantage of sparsity in matrices introduced throu…