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package consists of two functions to perform the complete independence test based on test statistics proposed by Bulut (unpublished yet) and suggested by Najarzadeh (2021) 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 |
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