Provides functions for the robust estimation of parametric families of copulas using minimization of the Maximum Mean Discrepancy, following the article Alquier, Chérief-Abdellatif, Derumigny and Fermanian (2020) <arXiv:2010.00408>.
Version: | 0.1.0 |
Depends: | R (≥ 3.6.0) |
Imports: | VineCopula, cubature, pcaPP, randtoolbox |
Suggests: | knitr, rmarkdown |
Published: | 2020-10-13 |
Author: | Alexis Derumigny |
Maintainer: | Alexis Derumigny <a.f.f.derumigny at utwente.nl> |
BugReports: | https://github.com/AlexisDerumigny/MMDCopula/issues |
License: | GPL-3 |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | MMDCopula results |
Reference manual: | MMDCopula.pdf |
Vignettes: |
The MMD copula package: robust estimation of parametric copula models by MMD minimization |
Package source: | MMDCopula_0.1.0.tar.gz |
Windows binaries: | r-devel: MMDCopula_0.1.0.zip, r-release: MMDCopula_0.1.0.zip, r-oldrel: MMDCopula_0.1.0.zip |
macOS binaries: | r-release: MMDCopula_0.1.0.tgz, r-oldrel: MMDCopula_0.1.0.tgz |
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