Package: pdcor 1.0
Michail Tsagris
pdcor: Fast and Light-Weight Partial Distance Correlation
Fast and memory-less computation of the partial distance correlation for vectors and matrices. Permutation-based and asymptotic hypothesis testing for zero partial distance correlation are also performed. References include: Szekely G. J. and Rizzo M. L. (2014). "Partial distance correlation with methods for dissimilarities". The Annals Statistics, 42(6): 2382--2412. <doi:10.1214/14-AOS1255>. Shen C., Panda S. and Vogelstein J. T. (2022). "The Chi-Square Test of Distance Correlation". Journal of Computational and Graphical Statistics, 31(1): 254--262. <doi:10.1080/10618600.2021.1938585>. Szekely G. J. and Rizzo M. L. (2023). "The Energy of Data and Distance Correlation". Chapman and Hall/CRC. <ISBN:9781482242744>.
Authors:
pdcor_1.0.tar.gz
pdcor_1.0.tar.gz(r-4.5-noble)pdcor_1.0.tar.gz(r-4.4-noble)
pdcor_1.0.tgz(r-4.4-emscripten)pdcor_1.0.tgz(r-4.3-emscripten)
pdcor.pdf |pdcor.html✨
pdcor/json (API)
| # Install 'pdcor' in R: |
| install.packages('pdcor', repos = c('https://cran.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 19 days agofrom:abc3ed7cd5. Checks:2 OK. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Feb 25 2025 |
| R-4.5-linux | OK | Feb 25 2025 |
Exports:pdcorpdcor.test
Dependencies:dcovRcppRcppArmadilloRcppGSLRcppParallelRcppZigguratRfastRfast2Rnanoflann
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Fast and Light-Weight Partial Distance Correlation | pdcor-package |
| Partial distance correlation | pdcor |
| Permutation testing for the partial distance correlation | pdcor.test |