80 citations · 225 across the 12 of their papers we have counts for
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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.PR2021★ 12 cited
Equivalence of measures and asymptotically optimal linear prediction for Gaussian random fields with fractional-order covariance operators
David Bolin, Kristin Kirchner
We consider Gaussian measures on a separable Hilbert space, with fractional-order covariance operators resp. , and derive necessary an…