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consists of two functions to perform the complete independence test based on test statistics proposed by Bulut (unpublished yet) and suggested by Najarzadeh (2021) 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

Versions across snapshots

VersionRepositoryFileSize
1.3 rolling linux/jammy R-4.5 RDnp_1.3.tar.gz 13.5 KiB
1.3 rolling linux/noble R-4.5 RDnp_1.3.tar.gz 13.4 KiB
1.3 rolling source/ R- RDnp_1.3.tar.gz 2.3 KiB
1.3 latest linux/jammy R-4.5 RDnp_1.3.tar.gz 13.5 KiB
1.3 latest linux/noble R-4.5 RDnp_1.3.tar.gz 13.4 KiB
1.3 latest source/ R- RDnp_1.3.tar.gz 2.3 KiB
1.3 2026-04-26 source/ R- RDnp_1.3.tar.gz 2.3 KiB
1.3 2026-04-23 source/ R- RDnp_1.3.tar.gz 2.3 KiB
1.3 2026-04-09 windows/windows R-4.5 RDnp_1.3.zip 16.2 KiB
1.3 2025-04-20 source/ R- RDnp_1.3.tar.gz 2.3 KiB

Dependencies (latest)

Imports