Package: CPC 2.6.2

CPC: Implementation of Cluster-Polarization Coefficient

Implements cluster-polarization coefficient for measuring distributional polarization in single or multiple dimensions, as well as associated functions. Contains support for hierarchical clustering, k-means, partitioning around medoids, density-based spatial clustering with noise, and manually imposed cluster membership. Mehlhaff (2024) <doi:10.1017/S0003055423001041>.

Authors:Isaac Mehlhaff [aut, cre, cph]

CPC_2.6.2.tar.gz
CPC_2.6.2.zip(r-4.7)CPC_2.6.2.zip(r-4.6)CPC_2.6.2.zip(r-4.5)
CPC_2.6.2.tgz(r-4.6-any)CPC_2.6.2.tgz(r-4.5-any)
CPC_2.6.2.tar.gz(r-4.7-any)CPC_2.6.2.tar.gz(r-4.6-any)
CPC_2.6.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
CPC/json (API)
NEWS

# Install 'CPC' in R:

install.packages('CPC', repos = c('https://imehlhaff.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/imehlhaff/cpc/issues

Pkgdown/docs site:https://imehlhaff.net

On CRAN:

3.00 score 10 scripts 196 downloads 6 exports 8 dependencies

Last updated from:fac97be63a. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	119
source / vignettes	OK	229
linux-release-x86_64	OK	111
macos-release-arm64	OK	114
macos-oldrel-arm64	OK	82
windows-devel	OK	81
windows-release	OK	78
windows-oldrel	OK	69
wasm-release	OK	101

Exports:correlate CPC CPCdata.frame diff_multidim Euclidean SS

Dependencies:cluster dbscan generics Rcpp RcppArmadillo RcppParallel Rfast zigg

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Test for Bivariate Correlation	correlate
Cluster-Polarization Coefficient	CPC
Data Manipulation for CPC Calculation	CPCdata.frame
Multidimensional Difference-in-Means	diff_multidim
Euclidean Distance from Dimension Means	Euclidean
Sum-of-Squares Calculation	SS