# Bayesian Multi-Resolution Gaussian Process Approximations

## Documentation for package ‘BayesMRA’ version 1.0.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

BayesMRA | BayesMRA
make_Q_alpha_2d | Generate CAR precision matrix
make_Q_alpha_tau2 | Title
mcmc_mra | Bayesian Multi-resolution Spatial Regression
mra_wendland_2d | Code to construct the mutli-resolution sparse basis function representation for fitting spatial processes
mra_wendland_2d_pred | Code to construct the mutli-resolution sparse basis function representation for fitting spatial processes
rmvn_arma | A function for sampling from conditional multivariate normal distributions with mean A^-1b and covariance matrix A^-1.
rmvn_arma_chol | A function for sampling from conditional multivariate normal distributions with mean A^-1b and covariance matrix A^-1.
rmvn_arma_scalar | A function for sampling from conditional multivariate normal distributions with mean A^-1b and covariance matrix A^-1.
wendland_basis | calculate the Wendland basis function