ClickClust: Model-Based Clustering of Categorical Sequences

Clustering categorical sequences by means of finite mixtures with Markov model components is the main utility of ClickClust. The package also allows detecting blocks of equivalent states by forward and backward state selection procedures.

Author
Volodymyr Melnykov [aut, cre], Rouben Rostamian [ctb, cph] (memory allocation in c)
Date of publication
2016-10-23 00:20:21
Maintainer
Volodymyr Melnykov <vmelnykov@cba.ua.edu>
License
GPL (>= 2)
Version
1.1.5

View on CRAN

Man pages

B3
Dataset: result of backward state selection
BackwardSearch
Backward search for equivalent states
C
Dataset: simulated dataset
ClickClust
EM algorithm for mixtures of Markov models
ClickClust-package
Model-based clustering of categorical sequences
ClickPlot
Plot of the obtained clustering solution
ForwardSearch
Forward search for equivalent states
msnbc323
Dataset: msnbc323
Predict
Prediction of future state visits
print.summary
Functions for Printing or Summarizing Objects
ReadData
Reading sequences of visited states
SimData
Simulating sequences of visited states
synth
Illustrative dataset: sequences of five states
VarEst
Variance-covariance matrix estimation

Files in this package

ClickClust
ClickClust/inst
ClickClust/inst/CITATION
ClickClust/src
ClickClust/src/Makevars
ClickClust/src/libOther.c
ClickClust/src/libEM_.c
ClickClust/src/array.h
ClickClust/src/ClickClust.h
ClickClust/src/libRandC.c
ClickClust/src/libEM.c
ClickClust/src/libClickClust.c
ClickClust/NAMESPACE
ClickClust/demo
ClickClust/demo/EMalgorithm1.R
ClickClust/demo/ForwardSelection.R
ClickClust/demo/demoClickClust.R
ClickClust/demo/msnbc323.R
ClickClust/demo/ClickPlot1.R
ClickClust/demo/utility.R
ClickClust/demo/StatePrediction.R
ClickClust/demo/BackwardSelection.R
ClickClust/demo/DataSimulation.R
ClickClust/demo/EMalgorithm2.R
ClickClust/demo/00Index
ClickClust/demo/ReadData.R
ClickClust/demo/ConfidenceIntervals.R
ClickClust/demo/ClickPlot2.R
ClickClust/NEWS
ClickClust/data
ClickClust/data/utilityB3.RData
ClickClust/data/msnbc323.RData
ClickClust/data/synth.RData
ClickClust/R
ClickClust/R/libClickClust.R
ClickClust/R/libGraphics.R
ClickClust/R/zzz.R
ClickClust/R/main.R
ClickClust/MD5
ClickClust/DESCRIPTION
ClickClust/man
ClickClust/man/Predict.Rd
ClickClust/man/SimData.Rd
ClickClust/man/ClickPlot.Rd
ClickClust/man/C.Rd
ClickClust/man/B3.Rd
ClickClust/man/print.summary.Rd
ClickClust/man/VarEst.Rd
ClickClust/man/ClickClust-package.Rd
ClickClust/man/ClickClust.Rd
ClickClust/man/synth.Rd
ClickClust/man/ReadData.Rd
ClickClust/man/BackwardSearch.Rd
ClickClust/man/msnbc323.Rd
ClickClust/man/ForwardSearch.Rd