Bayesian Multi-Resolution Gaussian Process Approximations


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Documentation for package ‘BayesMRA’ version 1.0.0

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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