80 citations · 225 across the 12 of their papers we have counts for
Showing math.STShow all
2 papers · 1 filter
math.ST2021★ 5 cited
Multilevel approximation of Gaussian random fields: Covariance compression, estimation and spatial prediction
Helmut Harbrecht, Lukas Herrmann, Kristin Kirchner +1
Centered Gaussian random fields (GRFs) indexed by compacta such as smooth, bounded Euclidean domains or smooth, compact and orientable manifolds are determined by their covariance…
math.ST2020★ 12 cited
Necessary and sufficient conditions for asymptotically optimal linear prediction of random fields on compact metric spaces
Kristin Kirchner, David Bolin
Optimal linear prediction (aka. kriging) of a random field indexed by a compact metric space can be obtained if the mea…