Man pages for GPvecchia
Scalable Gaussian-Process Approximations
| calculate_posterior_VL | Vecchia Laplace extension of GPVecchia for non-Gaussian data |
| createL | create the sparse triangular L matrix for specific parameters |
| createU | create the sparse triangular U matrix for specific parameters |
| getMatCov | extract the required elements from the covariance matrix |
| getMatCovFromFactorCpp | Calculate the covariance values required by HV for matrix... |
| GPvecchia | GPvecchia: fast, scalable Gaussian process approximations |
| ic0 | Incomplete Cholesky decomposition of a sparse matrix passed... |
| ichol | Wrapper for incomplete Cholesky decomposition |
| MaternFun | Calculate Matern covariance function |
| order_coordinate | Sorted coordinate ordering |
| order_dist_to_point | Distance to specified point ordering |
| order_maxmin_exact | Maximum minimum distance ordering |
| order_maxmin_exact_obs_pred | Maximum minimum distance ordering for prediction |
| order_middleout | Middle-out ordering |
| order_outsidein | Outside-in ordering |
| SelInv | selected inverse of a sparse matrix |
| V2covmat | compute covariance matrix from V.ord Do not run this function... |
| vecchia_estimate | estimate mean and covariance parameters of a Matern... |
| vecchia_laplace_likelihood | Wrapper for VL version of vecchia_likelihood |
| vecchia_laplace_likelihood_from_posterior | Wrapper for VL version of vecchia_likelihood |
| vecchia_laplace_prediction | Wrapper for VL version of vecchia_prediction |
| vecchia_likelihood | evaluation of the likelihood |
| vecchia_lincomb | linear combination of predictions compute the distribution of... |
| vecchia_pred | make spatial predictions using Vecchia based on estimated... |
| vecchia_prediction | Vecchia prediction |
| vecchia_specify | specify a general vecchia approximation |
