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 |
| DOI: |
10.32614/CRAN.package.dcortools |
| 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 [issues need fixing before 2025-11-15] |
Documentation:
Downloads:
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