Package: lyubishchev 0.1.0
lyubishchev: Quantitative Taxonomy Methods of A.A. Lyubishchev (1943)
Implements the multivariate classification methods of Alexander Alexandrovich Lyubishchev (1890-1972), as described in his 1943 manuscript 'Programma obshchey sistematiki' Lyubishchev (1943) <https://www.zin.ru/animalia/coleoptera/rus/lyubis05.htm> and published in Lubischew (1962) <https://www.jstor.org/stable/2527894>. Provides divergence_coefficient() for measuring separation between groups on continuous features, scatter_ellipse() for fitting covariance ellipses per class, transgression() for detecting ellipse overlap, and classify() for Bayesian posterior classification. These methods predate and are more general than the binary-character similarity coefficients of Sokal and Sneath (1963) that appear in other R packages.
Authors:
lyubishchev_0.1.0.tar.gz
lyubishchev_0.1.0.tar.gz(r-4.7-any)lyubishchev_0.1.0.tar.gz(r-4.6-any)
lyubishchev_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
lyubishchev/json (API)
NEWS
| # Install 'lyubishchev' in R: |
| install.packages('lyubishchev', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/akzhanberdi/lyubishchev-r/issues
Last updated from:a09cfd7196. Checks:4 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 120 | ||
| source / vignettes | OK | 159 | ||
| linux-release-x86_64 | OK | 159 | ||
| wasm-release | OK | 94 |
Exports:classifydivergence_coefficientscatter_ellipsetransgression
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Classify a Specimen by Multivariate Posterior Probability | classify |
| Lyubishchev's Divergence Coefficient | divergence_coefficient |
| Fit Scatter Ellipses per Class | scatter_ellipse |
| Detect Overlap (Transgression) Between Two Scatter Ellipses | transgression |
