semidist-package {semidist} | R Documentation |
semidist: Measure Dependence Between Categorical and Continuous Variables
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.
Author(s)
Maintainer: Zhuoxi Li chainchei@gmail.com [copyright holder]
Authors:
Wei Zhong wzhong@xmu.edu.cn
Wenwen Guo guowenwen114@163.com
Hengjian Cui hjcui@bnu.edu.cn
Runze Li ril4@psu.edu
See Also
Useful links:
[Package semidist version 0.1.0 Index]