RDocumentation
Moon
Learn R
Search all packages and functions
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.
Copy Link
Copy
Link to current version
Version
Version
0.1.15
0.1.14
0.1.13
0.1.12
0.1.11
0.1.10
0.1.9
0.1.8
0.1.7
0.1.3
0.1.2
0.1.1
Down Chevron
Install
install.packages('ManlyMix')
Monthly Downloads
388
Version
0.1.15
License
GPL (>= 2)
Maintainer
Xuwen Zhu
Last Published
April 29th, 2023
Functions in ManlyMix (0.1.15)
Search functions
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