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DESCRIPTION
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DESCRIPTION
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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
Roxygen: list(markdown = TRUE)
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