Rankcluster: Model-Based Clustering for Multivariate Partial Ranking Data

Implementation of a model-based clustering algorithm for ranking data. Multivariate rankings as well as partial rankings are taken into account. This algorithm is based on an extension of the Insertion Sorting Rank (ISR) model for ranking data, which is a meaningful and effective model parametrized by a position parameter (the modal ranking, quoted by mu) and a dispersion parameter (quoted by pi). The heterogeneity of the rank population is modelled by a mixture of ISR, whereas conditional independence assumption is considered for multivariate rankings.

AuthorQuentin Grimonprez, Julien Jacques
Date of publication2016-07-21 13:51:40
MaintainerQuentin Grimonprez <quentin.grimonprez@inria.fr>
LicenseGPL (>= 2)
Version0.94

View on R-Forge

Functions

[ Man page
APA Man page
big4 Man page
convertRank Man page
criteria Man page
distCayley Man page
distHamming Man page
distKendall Man page
distSpearman Man page
eurovision Man page
frequence Man page
khi2 Man page
kullback Man page
Output-class Man page
probability Man page
quiz Man page
rankclust Man page
Rankclust-class Man page
Rankcluster Man page
Rankcluster-package Man page
Rankcluster-package, Man page
[,Rankclust-method Man page
show Man page
show,Output-method Man page
show,Rankclust-method Man page
simulISR Man page
sports Man page
summary Man page
summary,Rankclust-method Man page
unfrequence Man page
words Man page

Files

Rankcluster/DESCRIPTION
Rankcluster/NAMESPACE
Rankcluster/R
Rankcluster/R/RankDistance.R Rankcluster/R/RankFunctions.R Rankcluster/R/Rankcluster-package.R Rankcluster/R/conversion.R Rankcluster/R/criteria.R Rankcluster/R/data.R Rankcluster/R/mixtureSEM.R Rankcluster/R/rankclust.R Rankcluster/R/resultClass.R Rankcluster/R/test.R Rankcluster/R/zzz.R
Rankcluster/build
Rankcluster/build/vignette.rds
Rankcluster/data
Rankcluster/data/APA.rda
Rankcluster/data/big4.rda
Rankcluster/data/eurovision.rda
Rankcluster/data/quiz.rda
Rankcluster/data/sports.rda
Rankcluster/data/words.rda
Rankcluster/inst
Rankcluster/inst/doc
Rankcluster/inst/doc/Rankcluster.Rnw
Rankcluster/inst/doc/Rankcluster.pdf
Rankcluster/man
Rankcluster/man/APA.Rd Rankcluster/man/Output-class.Rd Rankcluster/man/Rankclust-class.Rd Rankcluster/man/Rankcluster-package.Rd Rankcluster/man/big4.Rd Rankcluster/man/convertRank.Rd Rankcluster/man/criteria.Rd Rankcluster/man/distCayley.Rd Rankcluster/man/distHamming.Rd Rankcluster/man/distKendall.Rd Rankcluster/man/distSpearman.Rd Rankcluster/man/eurovision.Rd Rankcluster/man/frequence.Rd Rankcluster/man/getter-methods.Rd Rankcluster/man/khi2.Rd Rankcluster/man/kullback.Rd Rankcluster/man/probability.Rd Rankcluster/man/quiz.Rd Rankcluster/man/rankclust.Rd Rankcluster/man/show-methods.Rd Rankcluster/man/simulISR.Rd Rankcluster/man/sports.Rd Rankcluster/man/summary-methods.Rd Rankcluster/man/unfrequence.Rd Rankcluster/man/words.Rd
Rankcluster/src
Rankcluster/src/Makevars
Rankcluster/src/Makevars.win
Rankcluster/src/RankCluster.cpp
Rankcluster/src/RankCluster.h
Rankcluster/src/functions.cpp
Rankcluster/src/functions.h
Rankcluster/src/run.cpp
Rankcluster/src/run.h
Rankcluster/src/runFunctions.cpp
Rankcluster/src/runFunctions.h
Rankcluster/src/runTest.cpp
Rankcluster/src/runTest.h
Rankcluster/src/test.cpp
Rankcluster/src/test.h
Rankcluster/vignettes
Rankcluster/vignettes/Rank-biblio.bib
Rankcluster/vignettes/Rankcluster.Rnw
Rankcluster/vignettes/elsarticle-harv.bst
Rankcluster/vignettes/images
Rankcluster/vignettes/images/APA-BIC.png
Rankcluster/vignettes/images/APA-Complet-BIC.png
Rankcluster/vignettes/images/Quiz-BIC.png
Rankcluster/vignettes/images/Words-BIC.png
Rankcluster/vignettes/images/big4-bic.png
Rankcluster/vignettes/images/big4-bic2.png
Rankcluster/vignettes/images/big4-paartition.png
Rankcluster/vignettes/images/big4-partition-evolution.png
Rankcluster/vignettes/images/big4-partition.png
Rankcluster/vignettes/images/big4-partition2.png
Rankcluster/vignettes/images/quiz-q1.png
Rankcluster/vignettes/images/quiz-q2.png
Rankcluster/vignettes/images/quiz-q3.png
Rankcluster/vignettes/images/quiz-q4.png

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