Package: pGPx
Type: Package
Title: Pseudo-Realizations for Gaussian Process Excursions
Version: 0.1.4
Date: 2023-08-23
Authors@R: c(person("Dario","Azzimonti",role=c("aut","cre","cph"),email= "dario.azzimonti@gmail.com",comment = c(ORCID = "0000-0001-5080-3061")),person("Julien","Bect", role=c("ctb"),email = "julien.bect@centralesupelec.fr"),person("Pedro","Felzenszwalb",role= c("ctb","cph"),comment="Original dt code, https://cs.brown.edu/people/pfelzens/dt/index.html"))
Author: Dario Azzimonti [aut, cre, cph]
        (<https://orcid.org/0000-0001-5080-3061>), Julien Bect [ctb],
        Pedro Felzenszwalb [ctb, cph] (Original dt code,
        https://cs.brown.edu/people/pfelzens/dt/index.html)
Maintainer: Dario Azzimonti <dario.azzimonti@gmail.com>
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>).
URL: https://doi.org/10.1137/141000749
License: GPL-3
Encoding: UTF-8
Imports: Rcpp (>= 0.12.13), DiceKriging, pbivnorm, KrigInv, rgenoud,
        randtoolbox, pracma, grDevices
Suggests: anMC, DiceDesign
LinkingTo: Rcpp, RcppArmadillo
RoxygenNote: 7.2.3
NeedsCompilation: yes
Packaged: 2026-06-24 09:41:23 UTC; root
Repository: https://dazzimonti.r-universe.dev
Date/Publication: 2023-08-23 16:36:26 UTC
RemoteUrl: https://github.com/cran/pGPx
RemoteRef: HEAD
RemoteSha: 672e67854905896c925cc84b35bd5fc4f9fe0abf