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package consists of two functions to perform the complete independence test based on test statistics proposed by Bulut (unpublished yet) and suggested by Najarzadeh (2021) 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-4.5)RDnp_1.3.zip(r-4.4)RDnp_1.3.zip(r-4.3)
RDnp_1.3.tgz(r-4.4-any)RDnp_1.3.tgz(r-4.3-any)
RDnp_1.3.tar.gz(r-4.5-noble)RDnp_1.3.tar.gz(r-4.4-noble)
RDnp_1.3.tgz(r-4.4-emscripten)RDnp_1.3.tgz(r-4.3-emscripten)
RDnp.pdf |RDnp.html✨
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 3 years agofrom:fb303b47f6. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 25 2024 |
| R-4.5-win | OK | Oct 25 2024 |
| R-4.5-linux | OK | Oct 25 2024 |
| R-4.4-win | OK | Oct 25 2024 |
| R-4.4-mac | OK | Oct 25 2024 |
| R-4.3-win | OK | Oct 25 2024 |
| R-4.3-mac | OK | Oct 25 2024 |
Dependencies:cellWiseclicolorspaceDEoptimRfansifarverggplot2gluegridExtragtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmatrixStatsmgcvmunsellmvtnormnlmepcaPPpillarpkgconfigplyrR6RColorBrewerRcppRcppArmadilloreshape2rlangrobustbaserrcovscalesshapestringistringrsvdtibbleutf8vctrsviridisLitewithr
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 |
