Reports of Havard Rue
Recent reports/reprints related to Gaussian
Markov Random Fields (uncomplete)
- Fast sampling of Gaussian Markov Random Fields, JRSSB,
2001, (Download)
- Fitting Gaussian Random Fields to Gaussian Fields, SJS,
2002, (Download)
[R program to compute fits]
- On Block Updating in Markov Random Field Models for Disease
Mapping, SJS, 2002, (Download)
- Approximating Hidden Gaussian Markov Random Fields, JRSSB,
2004, (Download)
- Modelling spatial variation in disease risk using Gaussian Markov
random field proxies for Gaussian random fields, Preprint,
2003 (Download)
- Gaussian Markov Random field models with applications
in spatial statistics, Preprint,
2003 (Download revised version)
- Space-varying regression models: spesifications and
simulation, CSDA, 2002, (Download)
- Towards joint disease mapping (Download) [invited
contribution for the upcoming special issue
of Statistical Methods in Medical Research on disease
mapping], appeared 2005
- Marginal variances for GMRFs, 2005, (Download)
- Specifying a GMRF by a sparse Cholesky triangle, 2005, (Download)
- A note on the second order random walk model for irregular
locations, 2005, (Download), revision
- Approximate Inference for Hierarchical Gaussian Markov Random
Fields Models, 2005, (Download), with Sara Martino.
- Recursive computing and simulation-free inference for Markov
random fields 2005,2006, (Download),
with Nial Friel.
Biometrika 2007.
- Bayesian multiscale analysis for time series data, 2006, (Download), with
Tor Arne Øigard and Fred
Godtliebsen.
- Approximate Bayesian inference in spatial GLMM's, 2006, (Download) with Jo Eidsvik and Sara Martino
- Approximate Bayesian inference for Latent Gaussian Models Using
Integrated Nested Laplace Approximations, 2007, techreport,
submitted version, revision, revision2, with Sara Martino
and Nicolas
Chopin.
- Explicit construction of GMRF approximations to generalised
Matern fields on irregular grids, 2007, techreport,
with Finn
Lindgren
- Improved Auxiliary Mixture Sampling for Hierarchical Models of
Non-Gaussian Data, 2007, download, with Sylvia
Frühwirth-Schnatter, Rudi
Frühwirth, Leonhard
Held.
Software
New Book
- Gaussian Markov Random Fields: Theory and Applications.
Goto the homepage for the book, for more
info.