ManlyMix: Manly Mixture Modeling and Model-Based Clustering

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.

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

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Files

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

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