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package consists of two functions to perform the complete independence test based on test statistics proposed by Bulut (unpublished yet) and suggested by Najarzadeh (2021) . The Bulut's statistic is not sensitive to outliers in high-dimensional data, unlike one of Najarzadeh (2021) . So, the Bulut's statistic can be performed robustly by using RDnp function.


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install.packages("RDnp")

1.3 by Hasan BULUT, 18 days ago


Browse source code at https://github.com/cran/RDnp


Authors: Hasan BULUT [aut,cre]


Documentation:   PDF Manual  


GPL-2 license


Imports cellWise, MASS


See at CRAN