Univariate and Multivariate Spatial Modeling


[Package List] [Top]

Documentation for package ‘spBayes’

User Guides and Package Vignettes

Read overview or browse directory.

Help Pages

bayes.geostat.exact Simple Bayesian spatial linear model with fixed semivariogram parameters
bayes.lm.conjugate Simple Bayesian linear model via the Normal/inverse-Gamma conjugate
bayes.lm.ref Simple Bayesian linear model with non-informative priors
BEF.dat Bartlett Experimental Forest inventory data
FBC07.dat Synthetic multivariate data with spatial and non-spatial variance structures
FORMGMT.dat Data used for illustrations
ggt.sp Function for fitting univariate and multivariate Bayesian spatial regression models
mk.mv.X Make a multivariate design matrix
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
sp.DIC Calculates model DIC and associated statistics given a ggt.sp, sp.lm, or bayes.geostat.exact object
sp.lm Function for fitting univariate Bayesian spatial regression models
sp.predict Prediction for new points given a ggt.sp, sp.lm, or bayes.geostat.exact object