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spBayes (version 0.2-9)
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
985
Version
0.2-9
License
GPL (>= 2)
Maintainer
Andrew Finley
Last Published
December 12th, 2012
Functions in spBayes (0.2-9)
Search functions
spRecover
Function for recovering regression coefficients and spatial random effects for
spLM
and
spMvLM
using composition sampling
spMvLM
Function for fitting multivariate Bayesian spatial regression models
spLM
Function for fitting univariate Bayesian spatial regression models
spGLM
Function for fitting univariate Bayesian generalized linear spatial regression models
spPredict
Function for new locations given a model object
adaptMetropGibbs
Adaptive Metropolis within Gibbs algorithm
spDiag
Model fit diagnostics
mkSpCov
Function for calculating univariate and multivariate covariance matrices
mkMvX
Make a multivariate design matrix
spMvGLM
Function for fitting multivariate Bayesian generalized linear spatial regression models
bayesLMRef
Simple Bayesian linear model with non-informative priors
iDist
Euclidean distance matrix