⚠️There's a newer version (0.1.15.1) of this package.Take me there.

ManlyMix (version 0.1.3)

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. It also provides capabilities for forward and backward model selection procedures.

Copy Link

Version

Install

install.packages('ManlyMix')

Monthly Downloads

251

Version

0.1.3

License

GPL (>= 2)

Maintainer

Xuwen Zhu

Last Published

April 16th, 2016

Functions in ManlyMix (0.1.3)

Manly.sim

Simulates Manly mixture components

Manly.select

Manly transformation selection

Manly.EM

EM algorithm for Manly mixture model

Manly.Kmeans

k-means algorithm with Manly transformation

Manly.var

Variability assessment of Manly mixture model

ais

Australian Institute of Sport data

Manly.contour

Contour plot for Manly mixture model

ManlyMix-package

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