Package: semidist
Type: Package
Title: Measure Dependence Between Categorical and Continuous Variables
Version: 0.1.0
Date: 2023-11-19
Authors@R: c(
    person("Wei", "Zhong", email = "wzhong@xmu.edu.cn", role = c("aut")),
    person("Zhuoxi", "Li", email = "chainchei@gmail.com", role = c("aut", "cre", "cph")),
    person("Wenwen", "Guo", email = "guowenwen114@163.com", role = c("aut")),
    person("Hengjian", "Cui", email = "hjcui@bnu.edu.cn", role = c("aut")),
    person("Runze", "Li", email = "ril4@psu.edu", role = c("aut")))
Description: Semi-distance and mean-variance (MV) index are proposed to measure the dependence between a categorical random variable and a continuous variable.
    Test of independence and feature screening for classification problems can be implemented via the two dependence measures.
    For the details of the methods, see Zhong et al. (2023) <doi:10.1080/01621459.2023.2284988>;
    Cui and Zhong (2019) <doi:10.1016/j.csda.2019.05.004>;
    Cui, Li and Zhong (2015) <doi:10.1080/01621459.2014.920256>.
License: MIT + file LICENSE
Encoding: UTF-8
Imports: energy, FNN, furrr, purrr, Rcpp, stats
RoxygenNote: 7.2.3
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat (>= 3.0.0)
Config/testthat/edition: 3
URL: https://github.com/wzhong41/semidist
BugReports: https://github.com/wzhong41/semidist/issues
NeedsCompilation: yes
Packaged: 2023-11-20 19:43:13 UTC; Chain
Author: Wei Zhong [aut],
  Zhuoxi Li [aut, cre, cph],
  Wenwen Guo [aut],
  Hengjian Cui [aut],
  Runze Li [aut]
Maintainer: Zhuoxi Li <chainchei@gmail.com>
Repository: CRAN
Date/Publication: 2023-11-21 06:50:02 UTC
Built: R 4.6.0; x86_64-apple-darwin20; 2026-04-28 10:49:58 UTC; unix
Archs: semidist.so.dSYM
