marl (version 1.0)

marl-package: Multivariate Analysis Based on Relative Likelihoods.

Description

This package provides functions for enabling multivariate data analysis using methods based on weighted relative likelihood functions.The likelihood functions assume distribution function. The package contains functions tailored for count distribution (Poisson and Negative Binomial) to carry out k means clustering and principal component analysis. We will continue to add functions for more distributions and multivariate analysis methods. The package contains eight functions in total.

Details

Package:

marl

Type:

Package

Version:

1.0

Date:

2015-04-09

License:

What license is it under?

References

For mathematical detail please contact authors. Related paper is currently under review.

See Also

kmeans

Examples

x <- sim.negbin(c(4,5,10),3,10,12)
negbin.rel.clust(x,1,20,nclust = 3,len=200,plot=TRUE,seed=132)
negbin.rel.pca(x,1,20,len=20,plot=TRUE,seed=132)