MixGHD: Model Based Clustering, Classification and Discriminant Analysis Using the Mixture of Generalized Hyperbolic Distributions
Version 1.9

Carries out model-based clustering, classification and discriminant analysis using five different models. The models are all based on the generalized hyperbolic distribution.The first model 'MGHD' is the classical mixture of generalized hyperbolic distributions. The 'MGHFA' is the mixture of generalized hyperbolic factor analyzers for high dimensional data sets. The 'MSGHD', mixture of multiple scaled generalized hyperbolic distributions. The 'cMSGHD' is a 'MSGHD' with convex contour plots. The 'MCGHD', mixture of coalesced generalized hyperbolic distributions is a new more flexible model.

Browse man pages Browse package API and functions Browse package files

AuthorCristina Tortora,Aisha ElSherbiny, Ryan P. Browne, Brian C. Franczak, and Paul D. McNicholas.
Date of publication2016-01-07 19:30:12
MaintainerCristina Tortora <ctortora@math.mcmaster.ca>
LicenseGPL (>= 2)
Version1.9
Package repositoryView on R-Forge
InstallationInstall the latest version of this package by entering the following in R:
install.packages("MixGHD", repos="http://R-Forge.R-project.org")

Man pages

ARI: Adjusted Rand Index.
banknote: Swiss Banknote data
bankruptcy: Bankruptcy data
cMSGHD: Convex mixture of multiple scaled generalized hyperbolic...
DA: Discriminant analysis using the mixture of generalized...
MCGHD: Mixture of coalesced generalized hyperbolic distributions...
MGHD: Mixture of generalized hyperbolic distributions (MGHD).
MGHFA: Mixture of generalized hyperbolic factor analyzers (MGHFA).
MSGHD: Mixture of multiple scaled generalized hyperbolic...
sonar: Sonar data

Functions

ARI Man page Source code
DA Man page Source code
EMgrstep Source code
EMgrstepFA Source code
EMgrstepGH Source code
EMgrstepMS Source code
EMgrstepMSr Source code
MAP Source code
MAPFA Source code
MAPGH Source code
MAPMS Source code
MCGHD Man page Source code
MCGHDSel Source code
MGHD Man page Source code
MGHDSel Source code
MGHFA Man page Source code
MGHFASel Source code
MSGHD Man page Source code
MSGHDSel Source code
MainMCGHD Source code
RRlamz Source code
Rlam Source code
RlamU Source code
banknote Man page
bankruptcy Man page
besselKv Source code
cMSGHD Man page Source code
cMSGHDSel Source code
combinewk Source code
ddghyp Source code
ddghypFA Source code
ddghypGH Source code
ddmmsghyp Source code
ddmsghyp Source code
dmsghyp Source code
dmsghypMS Source code
getall Source code
gig Source code
gig2 Source code
gig2FA Source code
gig2GH Source code
gig2p Source code
gig2pMS Source code
gigFA Source code
gigGH Source code
gigp Source code
igpar Source code
igpar3 Source code
igpar3M Source code
igparM Source code
ipar Source code
iparM Source code
iweights Source code
llik Source code
llikFA Source code
llikGH Source code
llikMS Source code
logbesselKv Source code
logbesselKvFA Source code
loglikgig4 Source code
mainMGHD Source code
mainMGHFA Source code
mainMSGHD Source code
maincMSGHD Source code
obj.gam Source code
objgamMS Source code
partrue Source code
rgpar Source code
rgparC Source code
rgparGH Source code
rgparMS Source code
rgparMSr Source code
rmgpar Source code
rmgparMS Source code
rmgparMSr Source code
rmparC Source code
rparMS Source code
rparMSr Source code
sonar Man page
tr Source code
updategam1 Source code
updategam1MS Source code
updategam2 Source code
updategam2MS Source code
updatemaScpl Source code
updatemaScplM1 Source code
updatemaScplM2 Source code
updatemaScplp Source code
updatemaScplpMS Source code
updatemaScplpMSr Source code
updateol Source code
updateolU Source code
weighted.sum Source code Source code Source code Source code
weights Source code
weightsFA Source code
weightsGH Source code
weightsMS Source code

Files

DESCRIPTION
NAMESPACE
R
R/ARI.R
R/DA.R
R/GHD.R
R/MCGHD.R
R/MGHD.R
R/MGHFA.R
R/MSGHD.R
R/MixGHD-internal.R
R/cMSGHD.R
R/usedSelection.R
data
data/banknote.rda
data/bankruptcy.rda
data/datalist
data/sonar.rda
man
man/ARI.Rd
man/DA.Rd
man/MCGHD.Rd
man/MGHD.Rd
man/MGHFA.Rd
man/MSGHD.Rd
man/banknote.Rd
man/bankruptcy.Rd
man/cMSGHD.Rd
man/sonar.Rd
MixGHD documentation built on May 21, 2017, 2:24 a.m.