Reparameterized and marginalized posterior sampling for conditional autoregressive models, OpenCL implementation

Documentation for package ‘CARrampsOcl’ version 0.1.4

CARrampsOcl-package	Draws independent samples from joint posterior in Bayesian CAR models
CARrampsOcl	Draws independent samples from joint posterior in Bayesian CAR models
CARrampsOcl.fit	Fit Bayesian normal conditional autoregressive model
iowaSW06	Iowa normalized difference vegetation index (NDVI) data
iowaSW97_06small	Southwest Iowa 10-year normalized difference vegetation index NDVI values
makeQ	Function to construct a structure matrix for 2-dimensional CAR(1) model.
makeRW1Q	Function to construct structure matrix for 1-dimenstional random walk 1.
makeRW2Q	Function to construct structure matrix for 1-dimensional random walk 2.
plot2Q	Function to produce image plot of 2-dimensional data modeled with 2 separate structure matrices.
plot3Q	Plot 3-dimensional data modeled with 3 separate structure matrices
plotCAR1	Function to plot 2-dimensional data modeled using a single structure matrix.
plotCAR1plus1Q	Plot 3-dimensional data modeled with a 2-dimensional CAR1 plus a 1-dimensional structure matrix
rdirichlet	Generate random samples from dirichlet distribution.