Whittle-Matérn priors for Bayesian statistical inversion with applications in electrical impedance tomography

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

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

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

(2012) Sari Lasanen   Inverse Problems and Imaging

Non-Gaussian statistical inverse problems. Part II: Posterior convergence for approximated unknowns

(2012) Sari Lasanen   Inverse Problems and Imaging

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

On infinite-dimensional hierarchical probability models in statistical inverse problems

(2009) Tapio Helin   Inverse Problems and Imaging

Discretization-invariant Bayesian inversion and Besov space priors

(2009) Samuli Siltanen et al.   Inverse Problems and Imaging