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ManlyMix (version 0.1.15.1)

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

291

Version

0.1.15.1

License

GPL (>= 2)

Maintainer

Xuwen Zhu

Last Published

September 23rd, 2024

Functions in ManlyMix (0.1.15.1)

Manly.var

Variability assessment of Manly mixture model
Manly.Kmeans

k-means algorithm with Manly transformation
ClassAgree

Calculates the confusion matrix and number of misclassifications
Manly.EM

EM algorithm for Manly mixture model
Manly.select

Manly transformation selection
Manly.sim

Simulates Manly mixture dataset
ManlyMix-package

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

Manly mixture model
bankruptcy

Bankruptcy data
seeds

Wheat kernel Data
Manly.overlap

Estimates the overlap for a Manly mixture
Manly.plot

Density plot or contour plot for Manly mixture model
acidity

Acidity data
ais

Australian Institute of Sport data