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RDM: Quantify Dependence using Rearranged Dependence Measures

Estimates the rearranged dependence measure ('RDM') of two continuous random variables for different underlying measures. Furthermore, it provides a method to estimate the (SI)-rearrangement copula using empirical checkerboard copulas. It is based on the theoretical results presented in Strothmann et al. (2022) <doi:10.48550/arXiv.2201.03329> and Strothmann (2021) <doi:10.17877/DE290R-22733>.

Version: 0.1.1
Depends: R (≥ 3.5.0)
Imports: Rfast (≥ 2.0.0), Rcpp (≥ 1.0.8.3)
LinkingTo: Rcpp
Suggests: testthat (≥ 3.0.0), copula (≥ 1.0.0), qad (≥ 1.0.0)
Published: 2023-02-24
Author: Holger Dette ORCID iD [aut], Karl Friedrich Siburg [aut], Christopher Strothmann ORCID iD [aut, cre], qad contributors [cph] (Authors of the modified code.cpp of the R-package 'qad' listed in inst/qad-authors.txt (GPL-2))
Maintainer: Christopher Strothmann <rdmpackage at gmail.com>
BugReports: https://github.com/ChristopherStrothmann/RDM/issues
License: GPL-2
URL: https://github.com/ChristopherStrothmann/RDM
NeedsCompilation: yes
Language: en-GB
Citation: RDM citation info
Materials: README
CRAN checks: RDM results

Documentation:

Reference manual: RDM.pdf

Downloads:

Package source: RDM_0.1.1.tar.gz
Windows binaries: r-devel: RDM_0.1.1.zip, r-release: RDM_0.1.1.zip, r-oldrel: RDM_0.1.1.zip
macOS binaries: r-release (arm64): RDM_0.1.1.tgz, r-oldrel (arm64): RDM_0.1.1.tgz, r-release (x86_64): RDM_0.1.1.tgz, r-oldrel (x86_64): RDM_0.1.1.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=RDM to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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