Package: hopkins 1.2

hopkins: Calculate Hopkins Statistic for Clustering

Calculate Hopkins statistic to assess the clusterability of data. See Wright (2023) <doi:10.32614/RJ-2022-055>.

Authors:Kevin Wright [aut, cre, cph]

hopkins_1.2.tar.gz
hopkins_1.2.zip(r-4.7-any)hopkins_1.2.zip(r-4.6-any)hopkins_1.2.zip(r-4.5-any)
hopkins_1.2.tgz(r-4.6-any)hopkins_1.2.tgz(r-4.5-any)
hopkins_1.2.tar.gz(r-4.7-any)hopkins_1.2.tar.gz(r-4.6-any)
hopkins_1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
hopkins/json (API)

# Install 'hopkins' in R:
install.packages('hopkins', repos = c('https://kwstat.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/kwstat/hopkins/issues

Pkgdown/docs site:https://kwstat.github.io

On CRAN:

Conda:

5.81 score 5 stars 128 scripts 704 downloads 2 exports 3 dependencies

Last updated from:1b1744ae7d. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK110
source / vignettesOK165
linux-releaseOK105
macos-releaseOK73
macos-oldrelOK97
windows-develOK60
windows-releaseOK55
windows-oldrelOK57
wasm-releaseOK80

Exports:hopkinshopkins.pval

Dependencies:donutpdistRANN

A protocol for Hopkins statistic
A protocol for using Hopkins statistic | Example 1 | Example 2
Rendered fromhopkins_protocol.Rmdusingknitr::rmarkdown

Last update: 2026-09-09
Started: 2023-08-20

Optimizing the calculation of Hopkins statistic
Rendered fromhopkins_optimization.Rmdusingknitr::rmarkdown

Last update: 2023-08-20
Started: 2022-01-09