Sparse Approximations of Fractional Matérn Fields

Algorithm 933

(2013) Leslie V. Foster et al.   ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE

Spatiotemporal Learning via Infinite-Dimensional Bayesian Filtering and Smoothing: A Look at Gaussian Process Regression Through Kalman Filtering

(2013) Simo Sarkka et al.   IEEE SIGNAL PROCESSING MAGAZINE

Constructing continuous stationary covariances as limits of the second-order stochastic difference equations

(2013) Markku Lehtinen et al.   Inverse Problems and Imaging

Infinite-dimensional Bayesian filtering for detection of quasiperiodic phenomena in spatiotemporal data

(2013) Arno Solin et al.   PHYSICAL REVIEW E

A comparison between Markov approximations and other methods for large spatial data sets

(2012) David Bolin et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Non-Gaussian statistical inverse problems. Part I: Posterior distributions

(2012) Sari Lasanen   Inverse Problems and Imaging

State space regularization in the nonstationary inverse problem for diffuse optical tomography

(2011) P Hiltunen et al.   INVERSE PROBLEMS

Correlation priors

(2011) Markku Markkanen et al.   Inverse Problems and Imaging

An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach

(2011) Finn Lindgren et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Fortran linear inverse problem solver

(2010) Mikko Orispää et al.   Inverse Problems and Imaging

Inverse problems: A Bayesian perspective

(2010) A. M. Stuart   ACTA NUMERICA