ManlyMix: Manly Mixture Modeling and Model-Based Clustering

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The utility of this package includes finite mixture modeling and model-based clustering through Manly mixture models by Zhu and Melnykov (2016) <DOI:10.1016/j.csda.2016.01.015>. It also provides capabilities for forward and backward model selection procedures.

Author
Xuwen Zhu [aut, cre], Volodymyr Melnykov [aut], Michael Hutt [ctb, cph] (NM optimization in c), Stephen Moshier [ctb, cph] (eigen calculations in c), Rouben Rostamian [ctb, cph] (memory allocation in c)
Date of publication
2016-12-06 07:52:30
Maintainer
Xuwen Zhu <xuwen.zhu@louisville.edu>
License
GPL (>= 2)
Version
0.1.7

View on CRAN

Man pages

ais
Australian Institute of Sport data
bankruptcy
Bankruptcy data
Manly.contour
Contour plot for Manly mixture model
Manly.EM
EM algorithm for Manly mixture model
Manly.Kmeans
k-means algorithm with Manly transformation
ManlyMix-package
Finite mixture modeling and model-based clustering based on...
Manly.overlap
Estimates the overlap for a Manly mixture
Manly.select
Manly transformation selection
Manly.sim
Simulates Manly mixture dataset
Manly.var
Variability assessment of Manly mixture model
seeds
Wheat kernel Data

Files in this package

ManlyMix
ManlyMix/inst
ManlyMix/inst/CITATION
ManlyMix/src
ManlyMix/src/Makevars
ManlyMix/src/cephes_eigens.h
ManlyMix/src/array.h
ManlyMix/src/liblambda.c
ManlyMix/src/crosen.c
ManlyMix/src/libEVD.c
ManlyMix/src/libMatrix.c
ManlyMix/src/crosenk.c
ManlyMix/src/libRandC.c
ManlyMix/src/run_Manly.c
ManlyMix/src/libCEigen.c
ManlyMix/src/libEVD_LAPACK.c
ManlyMix/src/libManly.c
ManlyMix/src/Manly.h
ManlyMix/NAMESPACE
ManlyMix/demo
ManlyMix/demo/EMalgorithm1.R
ManlyMix/demo/seeds.R
ManlyMix/demo/ForwardSelection.R
ManlyMix/demo/bankruptcy.R
ManlyMix/demo/Overlap.R
ManlyMix/demo/ManlyKmeans1.R
ManlyMix/demo/utility.R
ManlyMix/demo/VarAssess.R
ManlyMix/demo/BackwardSelection.R
ManlyMix/demo/DataSimulation.R
ManlyMix/demo/EMalgorithm2.R
ManlyMix/demo/00Index
ManlyMix/demo/ais.R
ManlyMix/demo/ManlyKmeans2.R
ManlyMix/demo/ContourPlot.R
ManlyMix/NEWS
ManlyMix/data
ManlyMix/data/bankruptcy.rda
ManlyMix/data/ais.rda
ManlyMix/data/seeds.rda
ManlyMix/R
ManlyMix/R/select.R
ManlyMix/R/Kmeans.R
ManlyMix/R/other.R
ManlyMix/R/zzz.R
ManlyMix/R/main.R
ManlyMix/MD5
ManlyMix/DESCRIPTION
ManlyMix/man
ManlyMix/man/Manly.overlap.Rd
ManlyMix/man/bankruptcy.Rd
ManlyMix/man/Manly.EM.Rd
ManlyMix/man/Manly.contour.Rd
ManlyMix/man/seeds.Rd
ManlyMix/man/ais.Rd
ManlyMix/man/Manly.Kmeans.Rd
ManlyMix/man/ManlyMix-package.Rd
ManlyMix/man/Manly.select.Rd
ManlyMix/man/Manly.var.Rd
ManlyMix/man/Manly.sim.Rd