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