ManlyMix: Manly Mixture Modeling and Model-Based Clustering
Version 0.1.7

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.

Browse man pages Browse package API and functions Browse package files

AuthorXuwen 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 publication2016-12-06 07:52:30
MaintainerXuwen Zhu <xuwen.zhu@louisville.edu>
LicenseGPL (>= 2)
Version0.1.7
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("ManlyMix")

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

Functions

Gmat Source code
Manly.EM Man page Source code
Manly.Kmeans Man page Source code
Manly.bic Source code
Manly.contour Man page Source code
Manly.mix Source code
Manly.overlap Man page Source code
Manly.select Man page Source code
Manly.sim Man page Source code
Manly.var Man page Source code
ManlyMix-package Man page
ais Man page
backward Source code
bankruptcy Man page
forward Source code
onLoad Source code
onUnload Source code
overlap.M2 Source code
prop.M Source code
seeds Man page

Files

inst
inst/CITATION
src
src/Makevars
src/cephes_eigens.h
src/array.h
src/liblambda.c
src/crosen.c
src/libEVD.c
src/libMatrix.c
src/crosenk.c
src/libRandC.c
src/run_Manly.c
src/libCEigen.c
src/libEVD_LAPACK.c
src/libManly.c
src/Manly.h
NAMESPACE
demo
demo/EMalgorithm1.R
demo/seeds.R
demo/ForwardSelection.R
demo/bankruptcy.R
demo/Overlap.R
demo/ManlyKmeans1.R
demo/utility.R
demo/VarAssess.R
demo/BackwardSelection.R
demo/DataSimulation.R
demo/EMalgorithm2.R
demo/00Index
demo/ais.R
demo/ManlyKmeans2.R
demo/ContourPlot.R
NEWS
data
data/bankruptcy.rda
data/ais.rda
data/seeds.rda
R
R/select.R
R/Kmeans.R
R/other.R
R/zzz.R
R/main.R
MD5
DESCRIPTION
man
man/Manly.overlap.Rd
man/bankruptcy.Rd
man/Manly.EM.Rd
man/Manly.contour.Rd
man/seeds.Rd
man/ais.Rd
man/Manly.Kmeans.Rd
man/ManlyMix-package.Rd
man/Manly.select.Rd
man/Manly.var.Rd
man/Manly.sim.Rd
ManlyMix documentation built on May 19, 2017, 7:45 a.m.