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ManlyMix (version 0.1.15)

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

0.1.15

License

GPL (>= 2)

Maintainer

Xuwen Zhu

Last Published

April 29th, 2023

Functions in ManlyMix (0.1.15)

acidity

Acidity data
ais

Australian Institute of Sport data
Manly.Kmeans

k-means algorithm with Manly transformation
ManlyMix-package

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

Variability assessment of Manly mixture model
Manly.sim

Simulates Manly mixture dataset
Manly.EM

EM algorithm for Manly mixture model
Manly.model

Manly mixture model
Manly.plot

Density plot or contour plot for Manly mixture model
seeds

Wheat kernel Data
bankruptcy

Bankruptcy data
Manly.select

Manly transformation selection
ClassAgree

Calculates the confusion matrix and number of misclassifications
Manly.overlap

Estimates the overlap for a Manly mixture