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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>.
| Version: | 0.1.0 |
| Imports: | energy, FNN, furrr, purrr, Rcpp, stats |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2023-11-21 |
| DOI: | 10.32614/CRAN.package.semidist |
| Author: | Wei Zhong [aut], Zhuoxi Li [aut, cre, cph], Wenwen Guo [aut], Hengjian Cui [aut], Runze Li [aut] |
| Maintainer: | Zhuoxi Li <chainchei at gmail.com> |
| BugReports: | https://github.com/wzhong41/semidist/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/wzhong41/semidist |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| CRAN checks: | semidist results |
| Reference manual: | semidist.pdf |
| Package source: | semidist_0.1.0.tar.gz |
| Windows binaries: | r-devel: semidist_0.1.0.zip, r-release: semidist_0.1.0.zip, r-oldrel: semidist_0.1.0.zip |
| macOS binaries: | r-release (arm64): semidist_0.1.0.tgz, r-oldrel (arm64): semidist_0.1.0.tgz, r-release (x86_64): semidist_0.1.0.tgz, r-oldrel (x86_64): semidist_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.