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spBayes (version 0.3-9)
Univariate and Multivariate Spatial-temporal Modeling
Description
Fits univariate and multivariate spatio-temporal models with Markov chain Monte Carlo (MCMC).
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Install
install.packages('spBayes')
Monthly Downloads
822
Version
0.3-9
License
GPL (>= 2)
Maintainer
Andrew Finley
Last Published
January 27th, 2015
Functions in spBayes (0.3-9)
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bayesLMRef
Simple Bayesian linear model with non-informative priors
bayesGeostatExact
Simple Bayesian spatial linear model with fixed semivariogram parameters
bayesLMConjugate
Simple Bayesian linear model via the Normal/inverse-Gamma conjugate
spGLM
Function for fitting univariate Bayesian generalized linear spatial regression models
spPredict
Function for new locations given a model object
spDiag
Model fit diagnostics
Zurich.dat
Zurichberg Forest inventory data
spDynLM
Function for fitting univariate Bayesian dynamic space-time regression models
BEF.dat
Bartlett Experimental Forest inventory data
spRecover
Function for recovering regression coefficients and spatial random effects for
spLM
,
spMvLM
, and
spMisalignLM
using composition sampling
adaptMetropGibbs
Adaptive Metropolis within Gibbs algorithm
spMisalignGLM
Function for fitting multivariate generalized linear Bayesian spatial regression models to misaligned data
pointsInPoly
Finds points in a polygon
NYOzone.dat
Observations of ozone concentration levels.
FORMGMT.dat
Data used for illustrations
mkMvX
Make a multivariate design matrix
spMvLM
Function for fitting multivariate Bayesian spatial regression models
spLM
Function for fitting univariate Bayesian spatial regression models
NETemp.dat
Monthly weather station temperature data across the Northeastern US
FBC07.dat
Synthetic multivariate data with spatial and non-spatial variance structures
iDist
Euclidean distance matrix
spMisalignLM
Function for fitting multivariate Bayesian spatial regression models to misaligned data
spMvGLM
Function for fitting multivariate Bayesian generalized linear spatial regression models
WEF.dat
Western Experimental Forest inventory data
mkSpCov
Function for calculating univariate and multivariate covariance matrices