dcortools: Providing Fast and Flexible Functions for Distance Correlation Analysis

Provides methods for distance covariance and distance correlation (Szekely, et al. (2007) <doi:10.1214/009053607000000505>), generalized version thereof (Sejdinovic, et al. (2013) <doi:10.1214/13-AOS1140>) and corresponding tests (Berschneider, Bottcher (2018) <doi:10.48550/arXiv.1808.07280>. Distance standard deviation methods (Edelmann, et al. (2020) <doi:10.1214/19-AOS1935>) and distance correlation methods for survival endpoints (Edelmann, et al. (2021) <doi:10.1111/biom.13470>) are also included.

Version: 0.1.6
Depends: Rdpack, R (≥ 3.3.3), Rcpp (≥ 0.11.0), Rfast
Imports: ggplot2, pheatmap, Hmisc, stats
LinkingTo: RcppArmadillo, Rcpp, RcppEigen
Published: 2022-12-09
Author: Dominic Edelmann [aut, cre], Jochen Fiedler [aut]
Maintainer: Dominic Edelmann <dominic.edelmann at dkfz-heidelberg.de>
License: GPL-3
NeedsCompilation: yes
Materials: README NEWS
CRAN checks: dcortools results

Documentation:

Reference manual: dcortools.pdf

Downloads:

Package source: dcortools_0.1.6.tar.gz
Windows binaries: r-devel: dcortools_0.1.6.zip, r-release: dcortools_0.1.6.zip, r-oldrel: dcortools_0.1.6.zip
macOS binaries: r-release (arm64): dcortools_0.1.6.tgz, r-oldrel (arm64): dcortools_0.1.6.tgz, r-release (x86_64): dcortools_0.1.6.tgz
Old sources: dcortools archive

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