Package: cdcsis
Type: Package
Title: Conditional Distance Correlation Based Feature Screening and
        Conditional Independence Inference
Description: 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
Date: 2024-08-22
Authors@R: c(
  person(given = "Wenhao", family = "Hu", role = "aut"),
  person(given = "Mian", family = "Huang", role = "aut"),
  person(given = "Wenliang", family = "Pan", role = "aut"),
  person(given = "Xueqin", family = "Wang", role = "aut", comment = c(ORCID = "0000-0001-5205-9950")),
  person(given = "Canhong", family = "Wen", role = c("aut", "cre"), email = "wench@ustc.edu.cn"),
  person(given = "Yuan", family = "Tian", role = "aut"),
  person(given = "Heping", family = "Zhang", role = "aut", comment = c(ORCID = "0000-0002-0688-4076")),
  person(given = "Jin", family = "Zhu", email = "zhuj37@mail2.sysu.edu.cn", role = c("aut"), comment = c(ORCID = "0000-0001-8550-5822"))
  )
Depends: R(>= 3.0.1)
Imports: ks (>= 1.8.0), mvtnorm, utils, Rcpp
Suggests: testthat
Maintainer: Canhong Wen <wench@ustc.edu.cn>
License: GPL (>= 2)
NeedsCompilation: yes
Encoding: UTF-8
RoxygenNote: 7.2.3
LinkingTo: Rcpp
URL: https://github.com/Mamba413/cdcsis
BugReports: https://github.com/Mamba413/cdcsis/issues
Packaged: 2024-08-23 09:46:59 UTC; zhujin
Author: Wenhao Hu [aut],
  Mian Huang [aut],
  Wenliang Pan [aut],
  Xueqin Wang [aut] (<https://orcid.org/0000-0001-5205-9950>),
  Canhong Wen [aut, cre],
  Yuan Tian [aut],
  Heping Zhang [aut] (<https://orcid.org/0000-0002-0688-4076>),
  Jin Zhu [aut] (<https://orcid.org/0000-0001-8550-5822>)
Repository: CRAN
Date/Publication: 2024-08-23 12:00:02 UTC
Built: R 4.6.0; aarch64-apple-darwin23; 2026-04-26 03:00:58 UTC; unix
Archs: cdcsis.so.dSYM
