kmlcov: Clustering longitudinal data using the likelihood as a metric of distance

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'kmlcov' Cluster longitudinal data using the likelihood as a metric of distance. The generalised linear model allow the user to introduce covariates with different level effects (2 levels).

Author
Mamoun O. Benghezal [aut, cre], Christophe Genolini [ctb]
Date of publication
2013-08-21 16:07:27
Maintainer
Mamoun O. Benghezal <mobenghezal@gmail.com>
License
GPL-2
Version
1.0.1

View on CRAN

Man pages

addIndic
Create the new formula with the indicator covariates
affect_rand
Affect randomly the individuals to the clusters
artifdata
Artificial data
Converge-class
Class '"Converge"'
Converge-methods
Method for function 'show'
getNomCoef
Get the name of the coefficients in the 'glm' object...
glmClust
Clustering longitudinal data
GlmCluster-class
Class 'GlmCluster'
GlmCluster-methods
Plot the main trajectories
kmlCov
Clustering longitudinal data from different starting...
KmlCovList-class
Class 'KmlCovList'
KmlCovList-methods
Plot the main trajectories
kmlcov-package
Clustering longitudinal data using the likelihood as a metric...
log_lik
Calculate the log-likelihood
majIndica
Calculate an indicator vector
predict_clust
Creates a character string expression to calculate the...
rwFormula
Rewrite the formula with all the covariates
seperateFormula
Separate the covariates in a formula
which_best
Seek the best partitions

Files in this package

kmlcov
kmlcov/NAMESPACE
kmlcov/data
kmlcov/data/artifdata.txt.gz
kmlcov/R
kmlcov/R/GlmCluster.R
kmlcov/R/kmlCov.R
kmlcov/R/functions4glmClust.R
kmlcov/R/glmclust-internal.R
kmlcov/R/glmClust.R
kmlcov/R/kmlcov-package.R
kmlcov/MD5
kmlcov/DESCRIPTION
kmlcov/man
kmlcov/man/getNomCoef.Rd
kmlcov/man/GlmCluster-class.Rd
kmlcov/man/seperateFormula.Rd
kmlcov/man/artifdata.Rd
kmlcov/man/majIndica.Rd
kmlcov/man/GlmCluster-methods.Rd
kmlcov/man/which_best.Rd
kmlcov/man/kmlcov-package.Rd
kmlcov/man/glmClust.Rd
kmlcov/man/Converge-methods.Rd
kmlcov/man/Converge-class.Rd
kmlcov/man/rwFormula.Rd
kmlcov/man/KmlCovList-methods.Rd
kmlcov/man/addIndic.Rd
kmlcov/man/predict_clust.Rd
kmlcov/man/affect_rand.Rd
kmlcov/man/KmlCovList-class.Rd
kmlcov/man/log_lik.Rd
kmlcov/man/kmlCov.Rd