adaptMetropGibbs |
Adaptive Metropolis within Gibbs algorithm |
bayesGeostatExact |
Simple Bayesian spatial linear model with fixed semivariogram parameters |
bayesLMConjugate |
Simple Bayesian linear model via the Normal/inverse-Gamma conjugate |
bayesLMRef |
Simple Bayesian linear model with non-informative priors |
BEF.dat |
Bartlett Experimental Forest inventory data |
covGivens |
Returns covariance matrix C given components of P and L in C=PLP' |
covInvLogDet |
Utility function for constructing predictive process covariance matrices |
FBC07.dat |
Synthetic multivariate data with spatial and non-spatial variance
structures |
FORMGMT.dat |
Data used for illustrations |
hexGrid |
Generates a hexagon tessellation within a bounding box |
iDist |
Euclidean distance matrix |
mkMvX |
Make a multivariate design matrix |
mvCovInvLogDet |
Utility function for constructing multivariate predictive process covariance matrices |
mvLM |
Function for fitting multivariate Bayesian regression models |
pointsInPoly |
Finds points in a polygon |
prior |
Creates prior distribution definitions |
rf.n1000.dat |
Synthetic univariate data used for illustrations |
rf.n200.dat |
Synthetic univariate data used for illustrations |
rf.n500.dat |
Synthetic univariate data used for illustrations |
spDiag |
Model fit diagnostics DIC and GP |
spGGT |
Function for fitting univariate and multivariate
Bayesian spatial regression models |
spGLM |
Function for fitting univariate Bayesian generalized linear spatial regression models |
spLM |
Function for fitting univariate Bayesian spatial regression models |
spMvGLM |
Function for fitting multivariate Bayesian generalized linear spatial regression models |
spMvLM |
Function for fitting multivariate Bayesian spatial regression models |
spPredict |
Prediction for new locations given a model object |
WEF.dat |
Western Experimental Forest inventory data |
Zurich.dat |
Zurichberg Forest inventory data |