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


Reference manual

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install.packages("GeneralizedWendland")

0.6.1 by Thomas C. Fischer, a year ago


Browse source code at https://github.com/cran/GeneralizedWendland


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


Documentation:   PDF Manual  


GPL (>= 2) license


Imports methods, stats, utils, Matrix, Rcpp, spam, spam64, parallel, optimParallel, fields

Suggests knitr, R.rsp, testthat, mvtnorm, ggplot2, gridExtra, dplyr, microbenchmark

Linking to Rcpp, RcppEigen, BH, Matrix

System requirements: gsl (>= 2.7)


See at CRAN