marl: Multivariate Analysis Based on Relative Likelihoods

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Functions provided allow data simulation; construction of weighted relative likelihood functions; clustering and principal component analysis based on weighted relative likelihood functions.

Author
Milan Bimali
Date of publication
2015-04-17 10:41:30
Maintainer
Milan Bimali <mbimali@kumc.edu>
License
GPL-2
Version
1.0

View on CRAN

Man pages

marl-package
Multivariate Analysis Based on Relative Likelihoods.
negbin.rel.clust
Relative Likelihood based clustering assuming Negative...
negbin.rel.pca
Relative Likelihood based PCA assuming Negative Binomial...
pois.rel.clust
Relative Likelihood based clustering assuming Poisson...
pois.rel.pca
Relative Likelihood based clustering assuming Poisson...
sim.negbin
Simulates data from a mixture of Negative Binomial...
sim.pois
Simulates data from a mixture of Poisson distribution.
wt.rel.negbin
Weighted relative likelihood function based on Negative...
wt.rel.pois
Weighted relative likelihood function based on Poisson...

Files in this package

marl
marl/NAMESPACE
marl/R
marl/R/sim.pois.R
marl/R/pois.rel.pca.R
marl/R/pois.rel.clust.R
marl/R/negbin.rel.clust.R
marl/R/negbin.rel.pca.R
marl/R/wt.rel.pois.R
marl/R/sim.negbin.R
marl/R/wt.rel.negbin.R
marl/MD5
marl/DESCRIPTION
marl/man
marl/man/sim.pois.Rd
marl/man/sim.negbin.Rd
marl/man/pois.rel.clust.Rd
marl/man/negbin.rel.pca.Rd
marl/man/negbin.rel.clust.Rd
marl/man/marl-package.Rd
marl/man/wt.rel.negbin.Rd
marl/man/pois.rel.pca.Rd
marl/man/wt.rel.pois.Rd