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spBayes (version 0.2-6)
Univariate and Multivariate Spatial Modeling
Description
spBayes fits univariate and multivariate spatial models with Markov chain Monte Carlo (MCMC).
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Install
install.packages('spBayes')
Monthly Downloads
1,147
Version
0.2-6
License
GPL (>= 2)
Maintainer
Andrew Finley
Last Published
December 9th, 2012
Functions in spBayes (0.2-6)
Search functions
spDiag
Model fit diagnostics
spMvLM
Function for fitting multivariate Bayesian spatial regression models
spMvGLM
Function for fitting multivariate Bayesian generalized linear spatial regression models
mkMvX
Make a multivariate design matrix
spGLM
Function for fitting univariate Bayesian generalized linear spatial regression models
bayesLMRef
Simple Bayesian linear model with non-informative priors
spRecover
Function for recovering regression coefficients and spatial random effects for
spLM
and
spMvLM
using composition sampling
iDist
Euclidean distance matrix
adaptMetropGibbs
Adaptive Metropolis within Gibbs algorithm
mkSpCov
Function for calculating univariate and multivariate covariance matrices
spPredict
Function for new locations given a model object
spLM
Function for fitting univariate Bayesian spatial regression models