Package: hopkins 1.1

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_1.1.tar.gz
hopkins_1.1.zip(r-4.7)hopkins_1.1.zip(r-4.6)hopkins_1.1.zip(r-4.5)
hopkins_1.1.tgz(r-4.6-any)hopkins_1.1.tgz(r-4.5-any)
hopkins_1.1.tar.gz(r-4.7-any)hopkins_1.1.tar.gz(r-4.6-any)
hopkins_1.1.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:

5.79 score 5 stars 122 scripts 445 downloads 2 exports 3 dependencies

Last updated from:f690e2bc70. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK102
source / vignettesOK145
linux-release-x86_64OK111
macos-release-arm64OK69
macos-oldrel-arm64OK78
windows-develOK77
windows-releaseOK102
windows-oldrelOK79
wasm-releaseOK100

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: 2023-08-20
Started: 2023-08-20

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

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