The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.

Ball: Statistical Inference and Sure Independence Screening via Ball Statistics

Hypothesis tests and sure independence screening (SIS) procedure based on ball statistics, including ball divergence <doi:10.1214/17-AOS1579>, ball covariance <doi:10.1080/01621459.2018.1543600>, and ball correlation <doi:10.1080/01621459.2018.1462709>, are developed to analyze complex data in metric spaces, e.g, shape, directional, compositional and symmetric positive definite matrix data. The ball divergence and ball covariance based distribution-free tests are implemented to detecting distribution difference and association in metric spaces <doi:10.18637/jss.v097.i06>. Furthermore, several generic non-parametric feature selection procedures based on ball correlation, BCor-SIS and all of its variants, are implemented to tackle the challenge in the context of ultra high dimensional data. A fast implementation for large-scale multiple K-sample testing with ball divergence <doi:10.1002/gepi.22423> is supported, which is particularly helpful for genome-wide association study.

Version: 1.3.13
Depends: R (≥ 2.10)
Imports: utils, gam, survival, mvtnorm
Suggests: knitr, rmarkdown, testthat
Published: 2023-02-12
DOI: 10.32614/CRAN.package.Ball
Author: Jin Zhu ORCID iD [aut, cre], Wenliang Pan [aut], Yuan Tian [aut], Weinan Xiao [aut], Chengfeng Liu [aut], Ruihuang Liu [aut], Yue Hu [aut], Hongtu Zhu [aut], Heping Zhang [aut], Xueqin Wang ORCID iD [aut]
Maintainer: Jin Zhu <zhuj37 at mail2.sysu.edu.cn>
BugReports: https://github.com/Mamba413/Ball/issues
License: GPL-3
URL: https://mamba413.github.io/Ball/, https://github.com/Mamba413/Ball
NeedsCompilation: yes
Citation: Ball citation info
Materials: README NEWS
CRAN checks: Ball results

Documentation:

Reference manual: Ball.pdf
Vignettes: Ball: Statistical Inference and Sure Independence Screening via Ball Statistics
Fast Ball Divergence Test for Multiple Hypothesis Tests

Downloads:

Package source: Ball_1.3.13.tar.gz
Windows binaries: r-devel: Ball_1.3.13.zip, r-release: Ball_1.3.13.zip, r-oldrel: Ball_1.3.13.zip
macOS binaries: r-release (arm64): Ball_1.3.13.tgz, r-oldrel (arm64): Ball_1.3.13.tgz, r-release (x86_64): Ball_1.3.13.tgz, r-oldrel (x86_64): Ball_1.3.13.tgz
Old sources: Ball archive

Reverse dependencies:

Reverse imports: MFSIS
Reverse suggests: copulaSim

Linking:

Please use the canonical form https://CRAN.R-project.org/package=Ball to link to this page.

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.
Health stats visible at Monitor.