Package: RDnp 1.3
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package consists of two functions to perform the complete independence test based on test statistics proposed by Bulut (unpublished yet) and suggested by Najarzadeh (2021) 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.
Authors:
RDnp_1.3.tar.gz
RDnp_1.3.zip(r-4.7-any)RDnp_1.3.zip(r-4.6-any)RDnp_1.3.zip(r-4.5-any)
RDnp_1.3.tgz(r-4.6-any)RDnp_1.3.tgz(r-4.5-any)
RDnp_1.3.tar.gz(r-4.7-any)RDnp_1.3.tar.gz(r-4.6-any)
RDnp_1.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
RDnp/json (API)
| # Install 'RDnp' in R: |
| install.packages('RDnp', repos = c('https://hsnbulut.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:fb303b47f6. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 140 | ||
| source / vignettes | OK | 155 | ||
| linux-release | OK | 130 | ||
| macos-release | OK | 108 | ||
| macos-oldrel | OK | 99 | ||
| windows-devel | OK | 74 | ||
| windows-release | OK | 89 | ||
| windows-oldrel | OK | 84 | ||
| wasm-release | OK | 111 |
Dependencies:cellWiseclicpp11DEoptimRfarverggplot2gluegridExtragtableisobandlabelinglatticelifecyclemagrittrMASSmatrixStatsmvtnormpcaPPplyrR6RColorBrewerRcppRcppArmadilloreshape2rlangrobustbaserrcovS7scalesshapestringistringrsvdvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Test for Independence in High-Dimensional Data | Dnp_Test |
| Robust Test for Independence in High-Dimensional Data | RDnp_Test |