clustord: Cluster Ordinal Data via Proportional Odds or Ordered Stereotype
Biclustering, row clustering and column clustering using the proportional odds model (POM), ordered stereotype model (OSM) or binary model for ordinal categorical data. Fernández, D., Arnold, R., Pledger, S., Liu, I., & Costilla, R. (2019) <doi:10.1007/s11634-018-0324-3>.
| Version: | 1.3.4 |
| Depends: | R (≥ 3.5.0), stats, utils |
| Imports: | Rcpp (≥ 1.0.1), MASS, nnet, flexclust, methods |
| LinkingTo: | Rcpp, RcppArmadillo, RcppClock |
| Suggests: | knitr, formatR, rmarkdown, testthat (≥ 2.1.0), multgee, parallel |
| Published: | 2025-05-29 |
| DOI: | 10.32614/CRAN.package.clustord |
| Author: | Louise McMillan 
[aut, cre, cph],
Daniel Fernández Martínez
[aut],
Ying Cui [aut],
Eleni Matechou
[aut],
W. N. Venables [ctb, cph] (clustord osm regression functions and S3
methods derived by Louise McMillan from MASS package polr function
by Venables and Ripley),
B. D. Ripley [ctb, cph] (clustord osm regression functions and S3
methods derived by Louise McMillan from MASS package polr function
by Venables and Ripley) |
| Maintainer: | Louise McMillan <louise.mcmillan at vuw.ac.nz> |
| License: | GPL-3 |
| URL: | https://vuw-clustering.github.io/clustord/ |
| NeedsCompilation: | yes |
| Citation: | clustord citation info |
| Materials: | README |
| CRAN checks: | clustord results |
Documentation:
| Reference manual: | clustord.html , clustord.pdf |
| Vignettes: |
regressionWithOSM (source, R code) clustord Tutorial (source, R code) convergence (source, R code) clustordOrdinalModels (source, R code) clustordStructureSummary (source, R code) clustordTutorial (source, R code) Introduction to Clustord (source, R code) |
Downloads:
| Package source: | clustord_1.3.4.tar.gz |
| Windows binaries: | r-devel: clustord_1.3.4.zip, r-release: clustord_1.3.4.zip, r-oldrel: clustord_1.3.4.zip |
| macOS binaries: | r-release (arm64): clustord_1.3.4.tgz, r-oldrel (arm64): clustord_1.3.4.tgz, r-release (x86_64): clustord_1.3.4.tgz, r-oldrel (x86_64): clustord_1.3.4.tgz |
Linking:
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