RDnp

Robust Test for Complete Independence in High-Dimensions

CRAN Package

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package consists of two functions to perform the complete independence test based on test statistics proposed by Bulut (unpublished yet) and suggested by Najarzadeh (2021) doi:10.1080/03610926.2019.1702699.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.

  • Version1.3
  • R version≥ 4.0
  • LicenseGPL-2
  • Needs compilation?No
  • Last release09/09/2021

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  • Imports2 packages