Function to invoke OpenCL package and create kernels
Function to construct structure matrix for 1-dimensional random walk 2.
Draws independent samples from joint posterior in Bayesian CAR models
Iowa normalized difference vegetation index (NDVI) data
Function to call OpenCL to calculate posterior means and
standard deviations of random effects in models with 1 structure
matrix.
Utility function used by plotting functions.
Function to call OpenCL to calculate posterior means and
standard deviations of random effects in models with 2 structure
matrices.
Plot 3-dimensional data modeled with 3 separate structure matrices
Function to invoke OpenCL package and create kernels
Function to compute inner product of two vectors.
Function to call OpenCL for rejection sampling.
Evaluate marginalized and reparameterized joint posterior.
multivspost2blogandtausqtot
Function to evaluate marginalized and reparameterized posterior.
Function to construct structure matrix for 1-dimenstional random walk 1.
Function to call OpenCL program to compute product of a
Kronecker product of two matrices times another matrix.
Function to call OpenCL to calculate posterior means and
standard deviations of random effects in models with 2 structure
matrices.
Function to produce image plot of 2-dimensional data modeled with 2
separate structure matrices.
Function to construct a structure matrix for 2-dimensional CAR(1) model.
Function to compute eigenvalues and eigenvectors of RW1 structure matrix.
Function to call OpenCL program to premultiply a matrix by a
kronecker product of 3 matrices.
Function to invoke OpenCL package and create kernels
Optimize log of marginalized and reparameterized joint posterior.
Plot 3-dimensional data modeled with a 2-dimensional CAR1 plus a
1-dimensional structure matrix
Function to compute eigenvalues and eigenvectors of CAR1 structure matrix.
The structure matrix is of dimension nr by nc.
Generate random samples from dirichlet distribution.
Fit Bayesian normal conditional autoregressive model
Function to plot 2-dimensional data modeled using a single structure
matrix.
Southwest Iowa 10-year normalized difference vegetation index NDVI values