Univariate and Multivariate Spatial-Temporal Modeling

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Documentation for package ‘spBayes’ version 0.4-8

• DESCRIPTION file.

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adaptMetropGibbs	Adaptive Metropolis within Gibbs algorithm
bayesGeostatExact	Simple Bayesian spatial linear model with fixed semivariogram parameters
bayesLMConjugate	Simple Bayesian linear model via the Normal/inverse-Gamma conjugate
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 variance structures
FORMGMT.dat	Data used for illustrations
iDist	Euclidean distance matrix
mkMvX	Make a multivariate design matrix
mkSpCov	Function for calculating univariate and multivariate covariance matrices
NETemp.dat	Monthly weather station temperature data across the Northeastern US
NYOzone.dat	Observations of ozone concentration levels.
PM10.dat	Observed and modeled PM10 concentrations across Europe
PM10.poly	European countries used in PM10.dat
pointsInPoly	Finds points in a polygon
spDiag	Model fit diagnostics
spDynLM	Function for fitting univariate Bayesian dynamic space-time regression models
spGLM	Function for fitting univariate Bayesian generalized linear spatial regression models
spLM	Function for fitting univariate Bayesian spatial regression models
spMisalignGLM	Function for fitting multivariate generalized linear Bayesian spatial regression models to misaligned data
spMisalignLM	Function for fitting multivariate Bayesian spatial regression models to misaligned data
spMvGLM	Function for fitting multivariate Bayesian generalized linear spatial regression models
spMvLM	Function for fitting multivariate Bayesian spatial regression models
spPredict	Function for new locations given a model object
spRecover	Function for recovering regression coefficients and spatial random effects for 'spLM', 'spMvLM', 'spMisalignLM', 'spSVC' using composition sampling
spSVC	Function for fitting univariate Bayesian spatially-varying coefficient regression models
SVCMvData.dat	Synthetic data from a space-varying coefficients model
WEF.dat	Western Experimental Forest inventory data
Zurich.dat	Zurichberg Forest inventory data