R: Univariate and Multivariate Spatial-Temporal Modeling

# Univariate and Multivariate Spatial-Temporal Modeling

## Documentation for package ‘spBayes’ version 0.4-9

- DESCRIPTION file.

## Help Pages

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