spBayes: Univariate and Multivariate Spatial-temporal Modeling

Fits univariate and multivariate spatio-temporal models with Markov chain Monte Carlo (MCMC).

Author
Andrew O. Finley <finleya@msu.edu>, Sudipto Banerjee <sudiptob@biostat.umn.edu>
Date of publication
2015-01-27 08:24:52
Maintainer
Andrew O. Finley <finleya@msu.edu>
License
GPL (>= 2)
Version
0.3-9
URLs

View on CRAN

Man pages

adaptMetropGibbs
Adaptive Metropolis within Gibbs algorithm
bayesGeostatExact
Simple Bayesian spatial linear model with fixed semivariogram...
bayesLMConjugate
Simple Bayesian linear model via the Normal/inverse-Gamma...
bayesLMRef
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...
FORMGMT.dat
Data used for illustrations
iDist
Euclidean distance matrix
mkMvX
Make a multivariate design matrix
mkSpCov
Function for calculating univariate and multivariate...
NETemp.dat
Monthly weather station temperature data across the...
NYOzone.dat
Observations of ozone concentration levels.
pointsInPoly
Finds points in a polygon
spDiag
Model fit diagnostics
spDynLM
Function for fitting univariate Bayesian dynamic space-time...
spGLM
Function for fitting univariate Bayesian generalized linear...
spLM
Function for fitting univariate Bayesian spatial regression...
spMisalignGLM
Function for fitting multivariate generalized linear Bayesian...
spMisalignLM
Function for fitting multivariate Bayesian spatial regression...
spMvGLM
Function for fitting multivariate Bayesian generalized linear...
spMvLM
Function for fitting multivariate Bayesian spatial regression...
spPredict
Function for new locations given a model object
spRecover
Function for recovering regression coefficients and spatial...
WEF.dat
Western Experimental Forest inventory data
Zurich.dat
Zurichberg Forest inventory data

Files in this package

spBayes
spBayes/inst
spBayes/inst/CITATION
spBayes/inst/NOTES
spBayes/inst/ChangeLog
spBayes/src
spBayes/src/Makevars
spBayes/src/spMisalignRecover.cpp
spBayes/src/spMisalignGLMPredict.cpp
spBayes/src/idist.cpp
spBayes/src/spMvGLM.cpp
spBayes/src/spPPMvGLMPredict.cpp
spBayes/src/spDynLM.cpp
spBayes/src/mkSpCov.cpp
spBayes/src/spLM.cpp
spBayes/src/spPPMvGLM_AMCMC.cpp
spBayes/src/spMvLM.cpp
spBayes/src/spPPMvGLM.cpp
spBayes/src/ptsInPoly.cpp
spBayes/src/adaptMetropGibbs.cpp
spBayes/src/spMisalign.cpp
spBayes/src/spGLM.cpp
spBayes/src/spMvGLM_AMCMC.cpp
spBayes/src/spPPLMPredict.cpp
spBayes/src/spMvGLMPredict.cpp
spBayes/src/spLMPredict.cpp
spBayes/src/util.h
spBayes/src/spPPLM.cpp
spBayes/src/spLMRecover.cpp
spBayes/src/spPPDynLM.cpp
spBayes/src/spPPMvLMPredict.cpp
spBayes/src/spPPGLM.cpp
spBayes/src/spPPMvLMRecover.cpp
spBayes/src/spPPMvLM.cpp
spBayes/src/spMisalignPredict.cpp
spBayes/src/util.cpp
spBayes/src/spMvLMPredict.cpp
spBayes/src/spMvLMRecover.cpp
spBayes/src/spPPGLM_AMCMC.cpp
spBayes/src/spGLM_AMCMC.cpp
spBayes/src/spMisalignGLM.cpp
spBayes/src/nonSpGLM_AMCMC.cpp
spBayes/src/spPPLMRecover.cpp
spBayes/src/spMPPMvDIC.cpp
spBayes/NAMESPACE
spBayes/data
spBayes/data/BEF.dat.tab.gz
spBayes/data/FORMGMT.dat.tab.gz
spBayes/data/Zurich.dat.tab.gz
spBayes/data/NYOzone.dat.tab.gz
spBayes/data/WEF.dat.csv.gz
spBayes/data/FBC07.dat.tab.gz
spBayes/data/NETemp.dat.tab.gz
spBayes/R
spBayes/R/spMisalignGLM.R
spBayes/R/spMvGLM.R
spBayes/R/adaptMetropGibbs.R
spBayes/R/spGLM.R
spBayes/R/spPredict.R
spBayes/R/mkMatUtil.R
spBayes/R/spDynLM.R
spBayes/R/pointsInPoly.R
spBayes/R/spRecover.R
spBayes/R/bayesRegression.R
spBayes/R/spMisalignLM.R
spBayes/R/spDiag.R
spBayes/R/bayesUtilities.R
spBayes/R/spCor.R
spBayes/R/spMvLM.R
spBayes/R/bayesLMRef.R
spBayes/R/spLM.R
spBayes/R/mkSpCov.R
spBayes/R/idist.R
spBayes/MD5
spBayes/DESCRIPTION
spBayes/man
spBayes/man/adaptMetropGibbs.Rd
spBayes/man/mkMvX.Rd
spBayes/man/spPredict.Rd
spBayes/man/NETemp.dat.Rd
spBayes/man/bayesGeostatExact.Rd
spBayes/man/spMvGLM.Rd
spBayes/man/spDiag.Rd
spBayes/man/spLM.Rd
spBayes/man/NYOzone.dat.Rd
spBayes/man/spMvLM.Rd
spBayes/man/spRecover.Rd
spBayes/man/BEF.dat.Rd
spBayes/man/bayesLMConjugate.Rd
spBayes/man/FBC07.dat.Rd
spBayes/man/pointsInPoly.Rd
spBayes/man/mkSpCov.Rd
spBayes/man/bayesLMRef.Rd
spBayes/man/FORMGMT.dat.Rd
spBayes/man/iDist.Rd
spBayes/man/spMisalignLM.Rd
spBayes/man/spGLM.Rd
spBayes/man/spMisalignGLM.Rd
spBayes/man/WEF.dat.Rd
spBayes/man/Zurich.dat.Rd
spBayes/man/spDynLM.Rd