CRAN/E | GeneralizedWendland

GeneralizedWendland

Fully Parameterized Generalized Wendland Covariance Function

Installation

About

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) >. Moreno Bevilacqua and Christian Caamaño-Carrillo and Emilio Porcu (2022) . Reinhard Furrer and Roman Flury and Florian Gerber (2022) >.

System requirements gsl (>= 2.7)

Key Metrics

Version 0.6.0
R ≥ 3.1
Published 2024-02-18 39 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks GeneralizedWendland results

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Maintainer

Maintainer

Thomas C. Fischer

thomascasparfischer@gmail.com

Authors

Thomas C. Fischer

aut / cre

Reinhard Furrer

aut / ths

Josef Stocker

aut

Material

NEWS
Reference manual
Package source

Vignettes

Generalized Wendland function

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

GeneralizedWendland archive

Depends

R ≥ 3.1

Imports

methods
stats
utils
Matrix
Rcpp
spam
spam64
parallel
optimParallel
fields

Suggests

knitr
R.rsp
testthat ≥ 3.0.0
mvtnorm
ggplot2
gridExtra
dplyr
microbenchmark

LinkingTo

Rcpp
RcppEigen
BH
Matrix