GeneralizedWendland: Fully Parameterized Generalized Wendland Covariance Function

A fully parameterized Generalized Wendland covariance function for use in Gaussian process models, as well as multiple methods for approximating it via covariance interpolation. The available methods are linear interpolation, polynomial interpolation, and cubic spline interpolation. Moreno Bevilacqua and Reinhard Furrer and Tarik Faouzi and Emilio Porcu (2019) <url:<>>. Moreno Bevilacqua and Christian Caamaño-Carrillo and Emilio Porcu (2022) <doi:10.48550/arXiv.2008.02904>. Reinhard Furrer and Roman Flury and Florian Gerber (2022) <url:<>>.

Version: 0.6.0
Depends: R (≥ 3.1)
Imports: methods, stats, utils, Matrix, Rcpp, spam, spam64, parallel, optimParallel, fields
LinkingTo: Rcpp, RcppEigen, BH, Matrix
Suggests: knitr, R.rsp, testthat (≥ 3.0.0), mvtnorm, ggplot2, gridExtra, dplyr, microbenchmark
Published: 2024-02-18
DOI: 10.32614/CRAN.package.GeneralizedWendland
Author: Thomas C. Fischer [aut, cre], Reinhard Furrer [aut, ths], Josef Stocker [aut]
Maintainer: Thomas C. Fischer <thomascasparfischer at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: yes
SystemRequirements: gsl (>= 2.7)
Materials: NEWS
CRAN checks: GeneralizedWendland results


Reference manual: GeneralizedWendland.pdf
Vignettes: Generalized Wendland function


Package source: GeneralizedWendland_0.6.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): GeneralizedWendland_0.6.0.tgz, r-oldrel (arm64): GeneralizedWendland_0.6.0.tgz, r-release (x86_64): GeneralizedWendland_0.6.0.tgz, r-oldrel (x86_64): GeneralizedWendland_0.6.0.tgz
Old sources: GeneralizedWendland archive


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