cdcsis: Conditional Distance Correlation Based Feature Screening and Conditional Independence Inference
Conditional distance correlation <doi:10.1080/01621459.2014.993081> is a novel conditional dependence measurement of two multivariate random variables given a confounding variable. This package provides conditional distance correlation, performs the conditional distance correlation sure independence screening procedure for ultrahigh dimensional data <https://www3.stat.sinica.edu.tw/statistica/J28N1/J28N114/J28N114.html>, and conducts conditional distance covariance test for conditional independence assumption of two multivariate variable.
| Version: | 2.0.5 |
| Depends: | R (≥ 3.0.1) |
| Imports: | ks (≥ 1.8.0), mvtnorm, utils, Rcpp |
| LinkingTo: | Rcpp |
| Suggests: | testthat |
| Published: | 2024-08-23 |
| DOI: | 10.32614/CRAN.package.cdcsis |
| Author: | Wenhao Hu [aut],
Mian Huang [aut],
Wenliang Pan [aut],
Xueqin Wang  [aut],
Canhong Wen [aut, cre],
Yuan Tian [aut],
Heping Zhang
[aut],
Jin Zhu [aut] |
| Maintainer: | Canhong Wen <wench at ustc.edu.cn> |
| BugReports: | https://github.com/Mamba413/cdcsis/issues |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | https://github.com/Mamba413/cdcsis |
| NeedsCompilation: | yes |
| Materials: | README, NEWS |
| CRAN checks: | cdcsis results |
Documentation:
| Reference manual: | cdcsis.html , cdcsis.pdf |
Downloads:
| Package source: | cdcsis_2.0.5.tar.gz |
| Windows binaries: | r-devel: cdcsis_2.0.5.zip, r-release: cdcsis_2.0.5.zip, r-oldrel: cdcsis_2.0.5.zip |
| macOS binaries: | r-release (arm64): cdcsis_2.0.5.tgz, r-oldrel (arm64): cdcsis_2.0.5.tgz, r-release (x86_64): cdcsis_2.0.5.tgz, r-oldrel (x86_64): cdcsis_2.0.5.tgz |
| Old sources: | cdcsis archive |
Reverse dependencies:
| Reverse imports: | causalBatch |
Linking:
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