Package: Ball
Type: Package
Title: Statistical Inference and Sure Independence Screening via Ball
        Statistics
Version: 1.3.7
Date: 2018-12-13
Author: Xueqin Wang, Wenliang Pan, Heping Zhang, Hongtu Zhu, Yuan Tian, Weinan Xiao, Chengfeng Liu, Jin Zhu
Maintainer: Jin Zhu <zhuj37@mail2.sysu.edu.cn>
Description: Hypothesis tests and sure independence screening (SIS) procedure based on ball statistics, including ball divergence <doi:10.1214/17-AOS1579>, ball covariance, and ball correlation <doi:10.1080/01621459.2018.1462709>, are developed to analyze complex data. The ball divergence and ball covariance based distribution-free tests are implemented to detecting distribution difference and association in metric spaces <arXiv:1811.03750>. Furthermore, a generic non-parametric SIS procedure based on ball correlation and all of its variants are implemented to tackle the challenge in the context of ultra high dimensional data.
License: GPL-3
Packaged: 2018-12-14 04:59:54 UTC; JinZhu
RoxygenNote: 6.1.1
Depends: R (>= 2.10)
Imports: utils, gam, survival, mvtnorm
Suggests: knitr, rmarkdown, testthat
VignetteBuilder: knitr
NeedsCompilation: yes
Encoding: UTF-8
LazyData: true
URL: https://github.com/Mamba413/Ball
BugReports: https://github.com/Mamba413/Ball/issues
Repository: CRAN
Date/Publication: 2018-12-14 06:00:07 UTC
Built: R 3.4.4; x86_64-w64-mingw32; 2019-04-25 21:01:30 UTC; windows
Archs: i386, x64
