marl (version 1.0)

Multivariate Analysis Based on Relative Likelihoods

Description

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

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Version

Install

install.packages('marl')

Monthly Downloads

Version

1.0

License

GPL-2

Maintainer

Milan Bimali

Last Published

April 17th, 2015

Functions in marl (1.0)

sim.negbin

Simulates data from a mixture of Negative Binomial distribution

marl-package

Multivariate Analysis Based on Relative Likelihoods.

wt.rel.pois

Weighted relative likelihood function based on Poisson distribution.

pois.rel.pca

Relative Likelihood based clustering assuming Poisson distribution.

negbin.rel.clust

Relative Likelihood based clustering assuming Negative Binomial distribution.

wt.rel.negbin

Weighted relative likelihood function based on Negative Binomial distribution.

negbin.rel.pca

Relative Likelihood based PCA assuming Negative Binomial distribution.

pois.rel.clust

Relative Likelihood based clustering assuming Poisson distribution.

sim.pois

Simulates data from a mixture of Poisson distribution.