Bayesian spatial modelling for high dimensional seismic inverse problems

A Bayesian linear model for the high-dimensional inverse problem of seismic tomography

(2013) Ran Zhang et al.   Annals of Applied Statistics

Spatial models with explanatory variables in the dependence structure

(2013) Rikke Ingebrigtsen et al.   Spatial Statistics

A toolbox for fitting complex spatial point process models using integrated nested Laplace approximation (INLA)

(2012) Janine B. Illian et al.   Annals of Applied Statistics

Spatio-temporal modeling of particulate matter concentration through the SPDE approach

(2012) Michela Cameletti et al.   AStA-Advances in Statistical Analysis

A Stochastic Newton MCMC Method for Large-Scale Statistical Inverse Problems with Application to Seismic Inversion

(2012) James Martin et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Think continuous: Markovian Gaussian models in spatial statistics

(2012) Daniel Simpson et al.   Spatial Statistics

In order to make spatial statistics computationally feasible, we need to forget about the covariance function

(2011) Daniel Simpson et al.   ENVIRONMETRICS

Mantle provinces under North America from multifrequencyPwave tomography

(2011) Karin Sigloch   GEOCHEMISTRY GEOPHYSICS GEOSYSTEMS

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

Spatio-temporal disease mapping using INLA

(2010) Birgit Schrödle et al.   ENVIRONMETRICS

Multiple-frequencySH-wave tomography of the western US upper mantle

(2009) Yue Tian et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Seismic tomography with the reversible jump algorithm

(2009) Thomas Bodin et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations

(2009) Håvard Rue et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Gaussian predictive process models for large spatial data sets

(2008) Sudipto Banerjee et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Two-stage subduction history under North America inferred from multiple-frequency tomography

(2008) Karin Sigloch et al.   Nature Geoscience

Upper Mantle Heterogeneity beneath North America from Travel Time Tomography with Global and USArray Transportable Array Data

(2008) S. Burdick et al.   SEISMOLOGICAL RESEARCH LETTERS