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.

Author
Quentin Grimonprez, Julien Jacques
Date of publication
2016-07-29 00:55:17
Maintainer
Quentin Grimonprez <quentin.grimonprez@inria.fr>
License
GPL (>= 2)
Version
0.94

View on CRAN

Man pages

APA
rank data : APA
big4
rank data : big4
convertRank
change the representation of a rank
criteria
criteria estimation
distCayley
Cayley distance between two ranks
distHamming
Hamming distance between two ranks
distKendall
Kendall distance between two ranks
distSpearman
Spearman distance between two ranks
eurovision
Multidimensionnal partial rank data : eurovision
frequence
Convert data storage
getter-methods
Getter method for rankclust output
khi2
khi2 test
kullback
Kullback-Leibler divergence
Output-class
Constructor of Output class
probability
Probability computation
quiz
Multidimensionnal rank data : quiz
rankclust
model-based clustering for multivariate partial ranking
Rankclust-class
Constructor of Rankclust class
Rankcluster-package
Model-Based Clustering for Multivariate Partial Ranking Data
show-methods
show function.
simulISR
simulate a sample of ISR(pi,mu)
sports
rank data : sports
summary-methods
summary function.
unfrequence
Convert data
words
rank data : words

Files in this package

Rankcluster
Rankcluster/inst
Rankcluster/inst/doc
Rankcluster/inst/doc/Rankcluster.pdf
Rankcluster/inst/doc/Rankcluster.Rnw
Rankcluster/src
Rankcluster/src/run.cpp
Rankcluster/src/Makevars
Rankcluster/src/RankCluster.cpp
Rankcluster/src/runFunctions.cpp
Rankcluster/src/runTest.cpp
Rankcluster/src/run.h
Rankcluster/src/functions.h
Rankcluster/src/runFunctions.h
Rankcluster/src/functions.cpp
Rankcluster/src/test.h
Rankcluster/src/RankCluster.h
Rankcluster/src/Makevars.win
Rankcluster/src/test.cpp
Rankcluster/src/runTest.h
Rankcluster/NAMESPACE
Rankcluster/data
Rankcluster/data/quiz.rda
Rankcluster/data/APA.rda
Rankcluster/data/big4.rda
Rankcluster/data/sports.rda
Rankcluster/data/words.rda
Rankcluster/data/eurovision.rda
Rankcluster/R
Rankcluster/R/resultClass.R
Rankcluster/R/Rankcluster-package.R
Rankcluster/R/data.R
Rankcluster/R/rankclust.R
Rankcluster/R/test.R
Rankcluster/R/conversion.R
Rankcluster/R/criteria.R
Rankcluster/R/RankDistance.R
Rankcluster/R/RankFunctions.R
Rankcluster/R/zzz.R
Rankcluster/R/mixtureSEM.R
Rankcluster/vignettes
Rankcluster/vignettes/Rank-biblio.bib
Rankcluster/vignettes/images
Rankcluster/vignettes/images/big4-paartition.png
Rankcluster/vignettes/images/big4-bic2.png
Rankcluster/vignettes/images/quiz-q1.png
Rankcluster/vignettes/images/big4-bic.png
Rankcluster/vignettes/images/Words-BIC.png
Rankcluster/vignettes/images/big4-partition2.png
Rankcluster/vignettes/images/big4-partition-evolution.png
Rankcluster/vignettes/images/quiz-q4.png
Rankcluster/vignettes/images/quiz-q3.png
Rankcluster/vignettes/images/Quiz-BIC.png
Rankcluster/vignettes/images/quiz-q2.png
Rankcluster/vignettes/images/APA-Complet-BIC.png
Rankcluster/vignettes/images/big4-partition.png
Rankcluster/vignettes/images/APA-BIC.png
Rankcluster/vignettes/Rankcluster.Rnw
Rankcluster/vignettes/elsarticle-harv.bst
Rankcluster/MD5
Rankcluster/build
Rankcluster/build/vignette.rds
Rankcluster/DESCRIPTION
Rankcluster/man
Rankcluster/man/summary-methods.Rd
Rankcluster/man/words.Rd
Rankcluster/man/distSpearman.Rd
Rankcluster/man/distKendall.Rd
Rankcluster/man/distCayley.Rd
Rankcluster/man/frequence.Rd
Rankcluster/man/kullback.Rd
Rankcluster/man/unfrequence.Rd
Rankcluster/man/simulISR.Rd
Rankcluster/man/big4.Rd
Rankcluster/man/criteria.Rd
Rankcluster/man/APA.Rd
Rankcluster/man/Output-class.Rd
Rankcluster/man/Rankcluster-package.Rd
Rankcluster/man/rankclust.Rd
Rankcluster/man/probability.Rd
Rankcluster/man/distHamming.Rd
Rankcluster/man/convertRank.Rd
Rankcluster/man/sports.Rd
Rankcluster/man/quiz.Rd
Rankcluster/man/eurovision.Rd
Rankcluster/man/Rankclust-class.Rd
Rankcluster/man/getter-methods.Rd
Rankcluster/man/show-methods.Rd
Rankcluster/man/khi2.Rd