Sparse Approximations of Fractional Matérn Fields
type: Item
instance of: scholarly article
title: Sparse Approximations of Fractional Matérn Fields
zbMATH Open document ID: 1388.35234
author: Lassi Roininen
author: Sari Lasanen
author: Mikko Orispää
author: Simo Särkkä
published in: Scandinavian Journal of Statistics
publication date: 2018-04-17T00:00:00Z
full work available at URL: https://arxiv.org/abs/1410.2113
Mathematics Subject Classification ID: 35R60
Mathematics Subject Classification ID: 35R11
Mathematics Subject Classification ID: 35R30
Mathematics Subject Classification ID: 60G60
zbMATH DE Number: 6861034
zbMATH Keywords: Gaussian Markov random fields
zbMATH Keywords: stochastic partial differential equations
zbMATH Keywords: fractional order SPDE
zbMATH Keywords: inverse problems
zbMATH Keywords: spatial interpolation
describes a project that uses: SuitSparseQR
describes a project that uses: FLIPS
MaRDI profile type: Publication
OpenAlex ID: W2256464407
arXiv ID: 1410.2113
cites work: Q4139432
cites work: Algorithm 933
cites work: State space regularization in the nonstationary inverse problem for diffuse optical tomography
cites work: Non-Gaussian statistical inverse problems. Part I: Posterior distributions
cites work: An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach
cites work: Discretized Fractional Calculus
cites work: Fortran linear inverse problem solver
cites work: Correlation priors
cites work: Inverse problems: a Bayesian perspective
cites work: A comparison between Markov approximations and other methods for large spatial data sets
cites work: Algorithm 915, SuiteSparseQR
cites work: Constructing continuous stationary covariances as limits of the second-order stochastic difference equations
cites work: Whittle-Matérn priors for Bayesian statistical inversion with applications in electrical impedance tomography
DOI: 10.1111/SJOS.12297
description: scientific article; zbMATH DE number 6861034