Providing Fast and Flexible Functions for Distance Correlation Analysis
Overview
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.
17.07.2026
Dominic Edelmann
- minor improvements
- removed a small issue in the p-value calculation of the spectral approach
From NEWS.md in the release
Install
Health
- OK13 OK2026-08-05
- NOTE12 OK, 1 NOTE2026-08-01
- OK13 OK2026-06-09
- ERROR12 OK, 1 ERROR2026-06-08
- OK14 OK2026-04-22
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- ERROR13 OK, 1 ERROR2026-04-18
- OK14 OK2026-03-10
Documentation
- Help pages
- 13
- Examples that run
- 100%8 run in a plain check
- Exported functions with examples
- 73%
- Documented parameters
- 99%
- Return-value docs
- 100%
- Help pages citing references
- 69% with a bibliography file
Downloads
Dependencies
Installing dcortools adds 67 packages (37 with compiled code, 62 MB of source tarballs). Heaviest: stringi 11 MB, ggplot2 6.0 MB, data.table 5.7 MB.
Code & Tests
People & History
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- 0.2.2Latest
- 0.2.12026-07-16 · diff ↗
- 0.2.02026-07-02 · diff ↗
- RR 4.6.0 released · 2026-04-24
- 0.1.72025-12-09 · diff ↗
- RR 4.5.0 released · 2025-04-11
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- 0.1.62022-12-10 · diff ↗
- 0.1.52022-12-07 · diff ↗
- unarchivedReturned to CRAN2022-12-01
- 0.1.42022-12-01 · diff ↗
- RR 4.2.0 released · 2022-04-22
- archivedRemoved from CRAN2022-01-06check issues were not corrected in time Use of 'assert_rtn'
- 0.1.22021-07-09 · diff ↗
- 0.1.12021-07-08
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- RR 4.1.0 released · 2021-05-18
Package metadata
- First published
- 2021-07-08
- Total releases
- 9 / 5 yrs
- License
- GPL-3 OSI
- Minimum R
- ≥ 3.3.3
- Download size
- 90 KB
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