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ManlyMix (version 0.1.7)

Manly Mixture Modeling and Model-Based Clustering

Description

The utility of this package includes finite mixture modeling and model-based clustering through Manly mixture models by Zhu and Melnykov (2016) . It also provides capabilities for forward and backward model selection procedures.

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Version

Install

install.packages('ManlyMix')

Monthly Downloads

251

Version

0.1.7

License

GPL (>= 2)

Maintainer

Xuwen Zhu

Last Published

December 6th, 2016

Functions in ManlyMix (0.1.7)

ManlyMix-package

Finite mixture modeling and model-based clustering based on Manly mixture models.
Manly.var

Variability assessment of Manly mixture model
ais

Australian Institute of Sport data
bankruptcy

Bankruptcy data
seeds

Wheat kernel Data
Manly.contour

Contour plot for Manly mixture model
Manly.EM

EM algorithm for Manly mixture model
Manly.select

Manly transformation selection
Manly.sim

Simulates Manly mixture dataset
Manly.Kmeans

k-means algorithm with Manly transformation
Manly.overlap

Estimates the overlap for a Manly mixture