RDnp: Robust Test for Complete Independence in High-Dimensions

Test Statistics for Independence in High-Dimensional Datasets. This package consists of two functions to perform the complete independence test based on test statistics proposed by Bulut (unpublished yet) and suggested by Najarzadeh (2021) <doi:10.1080/03610926.2019.1702699>. The Bulut's statistic is not sensitive to outliers in high-dimensional data, unlike one of Najarzadeh (2021) <doi:10.1080/03610926.2019.1702699>. So, the Bulut's statistic can be performed robustly by using RDnp function.

Version: 1.3
Depends: R (≥ 4.0)
Imports: cellWise, MASS
Published: 2021-09-09
Author: Hasan BULUT [aut,cre]
Maintainer: Hasan BULUT <hasan.bulut at omu.edu.tr>
License: GPL-2
NeedsCompilation: no
CRAN checks: RDnp results


Reference manual: RDnp.pdf
Package source: RDnp_1.3.tar.gz
Windows binaries: r-devel: RDnp_1.3.zip, r-release: RDnp_1.3.zip, r-oldrel: RDnp_1.3.zip
macOS binaries: r-release (arm64): RDnp_1.3.tgz, r-release (x86_64): RDnp_1.3.tgz, r-oldrel: RDnp_1.3.tgz


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