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Ball
View on CRAN: Click
here
Download and install Ball package within the R console
Install from CRAN:
install.packages("Ball")
Install from Github:
library("remotes")
install_github("cran/Ball")
Install by package version:
library("remotes")
install_version("Ball", "1.3.13")
Attach the package and use:
library("Ball")
Maintained by
Jin Zhu
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.Ball . https://github.com/Mamba413/Ball/issues . https://mamba413.github.io/Ball/ . https://github.com/Mamba413/Ball . Ball citation info . Ball results . Ball.pdf . Ball: Statistical Inference and Sure Independence Screening via Ball Statistics . Fast Ball Divergence Test for Multiple Hypothesis Tests . Ball_1.3.13.tar.gz . Ball_1.3.13.zip . Ball_1.3.13.zip . Ball_1.3.13.zip . Ball_1.3.13.tgz . Ball_1.3.13.tgz . Ball_1.3.13.tgz . Ball_1.3.13.tgz . Ball archive . https://CRAN.R-project.org/package=Ball .
First Published: 2018-01-03
Latest Update: 2023-02-12
Description:
Hypothesis tests and sure independence screening (SIS) procedure based on ball statistics, including ball divergence , ball covariance , and ball correlation , 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 . 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 is supported, which is particularly helpful for genome-wide association study.
How to cite:
Jin Zhu (2018). Ball: Statistical Inference and Sure Independence Screening via Ball Statistics. R package version 1.3.13, https://cran.r-project.org/web/packages/Ball. Accessed 07 May. 2025.
Previous versions and publish date:
1.0.0 (2018-01-03 19:25), 1.1.0 (2018-05-12 18:26), 1.2.0 (2018-06-17 06:11), 1.3.0 (2018-09-30 15:20), 1.3.5 (2018-11-02 08:50), 1.3.6 (2018-12-03 06:21), 1.3.7 (2018-12-14 07:00), 1.3.8 (2019-05-31 17:50), 1.3.9 (2019-12-17 09:40), 1.3.10 (2021-01-09 08:50), 1.3.11 (2021-03-17 17:10), 1.3.12 (2021-09-20 20:50)
Other packages that cited Ball R package
View Ball citation profile
Other R packages that Ball depends,
imports, suggests or enhances
Complete documentation for Ball
Functions, R codes and Examples using
the Ball R package
Some associated functions: ArcticLake . bcorsis . bcov . bcov.test . bd.gwas.test . bd . bd.test . bdvmf . genlung . macaques . meteorology . nhdist .
Some associated R codes: Ball.R . bcorsis.R . bcov.R . bd.R . bd.gaws.R . data.R . nhdist.R . utilize.R . wrap_c.R . Full Ball package functions and examples
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