Man pages for BayesNSGP
Bayesian Analysis of Non-Stationary Gaussian Process Models
| calcQF | Calculate the Gaussian quadratic form for the NNGP... |
| calculateAD_ns | Calculate A and D matrices for the NNGP approximation |
| calculateU_ns | Calculate the (sparse) matrix U |
| conditionLatentObs | Assign conditioning sets for the SGV approximation |
| determineNeighbors | Determine the k-nearest neighbors for each spatial... |
| dmnorm_nngp | Function for the evaluating the NNGP approximate density. |
| dmnorm_sgv | Function for the evaluating the SGV approximate density. |
| inverseEigen | Calculate covariance elements based on eigendecomposition... |
| matern_corr | Calculate a stationary Matern correlation matrix |
| nimble_sparse_chol | nimble_sparse_chol |
| nimble_sparse_crossprod | nimble_sparse_crossprod |
| nimble_sparse_solve | nimble_sparse_solve |
| nimble_sparse_tcrossprod | nimble_sparse_tcrossprod |
| nsCorr | Calculate a nonstationary Matern correlation matrix |
| nsCrosscorr | Calculate a nonstationary Matern cross-correlation matrix |
| nsCrossdist | Calculate coordinate-specific cross-distance matrices |
| nsCrossdist3d | Calculate coordinate-specific cross-distance matrices, only... |
| nsDist | Calculate coordinate-specific distance matrices |
| nsDist3d | Calculate coordinate-specific distance matrices, only for... |
| nsgpModel | NIMBLE code for a generic nonstationary GP model |
| nsgpPredict | Posterior prediction for the NSGP |
| orderCoordinatesMMD | Order coordinates according to a maximum-minimum distance... |
| rmnorm_nngp | Function for the evaluating the NNGP approximate density. |
| rmnorm_sgv | Function for the evaluating the SGV approximate density. |
| R_sparse_chol | R_sparse_chol |
| R_sparse_crossprod | nimble_sparse_crossprod |
| R_sparse_solve | nimble_sparse_solve |
| R_sparse_tcrossprod | nimble_sparse_tcrossprod |
| sgvSetup | One-time setup wrapper function for the SGV approximation |
