Multivariate Normal Probabilities using Vecchia Approximation


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Documentation for package ‘VeccTMVN’ version 1.0.0

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FIC_reorder_univar Univariate ordering under FIC approximation, first m chosen by m iter of dense univariate reordering
find_nn_corr Find ordered nearest neighbors based on a correlation Matrix. Assuming the absolute value of the correlation is monotonically decreasing with distance. Returns an n X (m + 1) matrix similar to 'GpGp::find_ordered_nn'.
get_sp_inv_chol Get the inverse upper Cholesky factor under the Vecchia approximation
loglk_censor_MVN Compute censored multivariate normal (MVN) log-probabilities that have spatial covariance matrices using Vecchia approximation
mvrandn Simulate censored multivariate normal (MVN) as censored locations using the Vecchia approximation
pmvn Compute multivariate normal (MVN) probabilities that have spatial covariance matrices using Vecchia approximation
ptmvrandn Simulate censored multivariate normal (MVN) as censored locations using the Vecchia approximation
VeccTMVN VeccTMVN
Vecc_reorder Univariate ordering under Vecchia approximation