pGPx

Pseudo-Realizations for Gaussian Process Excursions

v0.1.4 · Aug 23, 2023 · GPL-3

Description

Computes pseudo-realizations from the posterior distribution of a Gaussian Process (GP) with the method described in Azzimonti et al. (2016) <doi:10.1137/141000749>. The realizations are obtained from simulations of the field at few well chosen points that minimize the expected distance in measure between the true excursion set of the field and the approximate one. Also implements a R interface for (the main function of) Distance Transform of sampled Functions (<https://cs.brown.edu/people/pfelzens/dt/index.html>).

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Flavor	Status	Time
r-devel-linux-x86_64-debian-clang	NOTE	68s
r-devel-linux-x86_64-debian-gcc	NOTE	45.6s
r-devel-linux-x86_64-fedora-clang	NOTE	112.8s
r-devel-linux-x86_64-fedora-gcc	NOTE	104.6s
r-devel-macos-arm64	NOTE	17s
r-devel-windows-x86_64	NOTE	122s
r-oldrel-macos-arm64	NOTE
r-oldrel-macos-x86_64	NOTE	45s
r-oldrel-windows-x86_64	NOTE	135s
r-patched-linux-x86_64	NOTE	58.1s
r-release-linux-x86_64	NOTE	58.4s
r-release-macos-arm64	NOTE
r-release-macos-x86_64	NOTE	56s
r-release-windows-x86_64	NOTE	115s

Check details (14 non-OK)

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Check History

NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

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Reverse Dependencies (1)

depends

profExtrema

Dependency Network

Version History

new 0.1.4 Mar 9, 2026

Maintainer

Dario Azzimonti

Dependencies

Imports

Rcpp (>= 0.12.13) DiceKriging pbivnorm KrigInv rgenoud randtoolbox pracma grDevices

Suggests

anMC DiceDesign

Compilation

Needs compilation

First Published

Mar 9, 2026

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