Package: GeneralizedWendland 0.6.0

Thomas C. Fischer

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:<https://projecteuclid.org/journalArticle/Download?urlId=10.1214%2F17-AOS1652 >>. Moreno Bevilacqua and Christian Caamaño-Carrillo and Emilio Porcu (2022) <arxiv:2008.02904>. Reinhard Furrer and Roman Flury and Florian Gerber (2022) <url:<https://CRAN.R-project.org/package=spam >>.

Authors:Thomas C. Fischer [aut, cre], Reinhard Furrer [aut, ths], Josef Stocker [aut]

GeneralizedWendland_0.6.0.tar.gz
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GeneralizedWendland.pdf |GeneralizedWendland.html✨
GeneralizedWendland/json (API)
NEWS

# Install 'GeneralizedWendland' in R:
install.packages('GeneralizedWendland', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • gsl– GNU Scientific Library (GSL)
  • c++– GNU Standard C++ Library v3

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

gslcpp

2.00 score 4 scripts 730 downloads 12 exports 12 dependencies

Last updated 1 years agofrom:de83f79dcc. Checks:1 OK, 1 NOTE. Indexed: no.

TargetResultLatest binary
Doc / VignettesOKFeb 13 2025
R-4.5-linux-x86_64NOTEFeb 13 2025

Exports:choleskyFactorycontrol.askeycontrol.wendlandcov.askeycov.wendlandcovarianceFactorycovDiagFactorymleFactoryneg2loglikDiagFactoryneg2loglikFactoryoptimFactorypredictionFactory

Dependencies:BHdotCall64fieldslatticemapsMatrixoptimParallelRcppRcppEigenspamspam64viridisLite

Generalized Wendland function

Rendered fromGeneralizedWendland.pdf.asisusingR.rsp::asison Feb 13 2025.

Last update: 2022-06-22
Started: 2022-06-22

Readme and manuals

Help Manual

Help pageTopics
Fully Parametrized Generalized Covariance Function for RGeneralizedWendland-package generalizedwendland-package GeneralizedWendland generalizedwendland
Function Factory for Generating chol Function with unified argumentscholeskyFactory
Askey covariance functioncov.askey
Generalized Wendland Covariance Functioncov.wendland
covarianceFactorycovarianceFactory
Diagnostics For Arbitrary Covariance Functionsaccumulated_error covDiagFactory point_diagnostics
Function factory for prediction generatorpredictionFactory
Simple errors defined by 'GeneralizedWendland' packagecovfun.notfunction.error generalizedwendland-error update.spam.chol.error
Simple warnings defined by 'GeneralizedWendland' package.generalizedwendland-warning update.spam.chol.warn wendland.interp.lowsupport.warn wendland.interp.redundantsupport.warn wendland.interp.unimplemented.warn
Function Factory for Generating mle Function with unified argumentsmleFactory
Diagnostics for arbitrarily specified, likelihood-based Gaussian process modelsneg2loglikDiagFactory
Function Factory for 'neg2loglikelihood' with Unified Input Argumentsneg2loglikFactory
Function Factory for Optimization function with Unified ArgumentsoptimFactory
Class "Rcpp_Wendland"Rcpp_Wendland-class