Package: Ball
Type: Package
Title: Statistical Inference and Sure Independence Screening via Ball
        Statistics
Version: 1.1.0
Date: 2017-12-18
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, 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 examine equality of multivariate distributions and independence 
    between random vectors of arbitrary dimensions. 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: 2018-05-12 09:16:46 UTC; Mamba
RoxygenNote: 6.0.1
Depends: R (>= 2.10), gam, survival
Imports: utils
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: 2018-05-12 16:26:14 UTC
