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 >>.

Package details

AuthorThomas C. Fischer [aut, cre], Reinhard Furrer [aut, ths], Josef Stocker [aut]
MaintainerThomas C. Fischer <thomascasparfischer@gmail.com>
LicenseGPL (>= 2)
Version0.5-2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("GeneralizedWendland")

Try the GeneralizedWendland package in your browser

Any scripts or data that you put into this service are public.

GeneralizedWendland documentation built on June 22, 2022, 9:06 a.m.