cdcsis: Conditional Distance Correlation Based Feature Screening andConditional 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:
Please use the canonical formhttps://CRAN.R-project.org/package=cdcsisto link to this page.