EMMIXuskew: Fitting Unrestricted Multivariate Skew t Mixture Models

Functions to fit finite mixture of unrestricted multivariate skew t (FM-uMST) model, random sample generation, discriminant analysis, 2D and 3D contour plots

Author
S.X. Lee and G.J. McLachlan
Date of publication
2014-08-05 07:55:01
Maintainer
Sharon X. Lee <s.lee11@uq.edu.au>
License
GPL
Version
0.11-6

View on CRAN

Man pages

ais
Australian Institute of Sports (AIS) data
delta.test
Testing for the significance of the skewness parameter in a...
dfmmst
Multivariate skew t distribution
DLBCL
A Diffuse Large B-cell Lymphoma (DLBCL) data
dmt
Multivariate t distribution
EMMIXuskew-package
Finite mixture of unrestricted multivariate skew t...
fmmst
Fitting Finite Mixtures of Unrestricted Multivariate Skew t...
fmmst.contour.2d
2D and 3D Visualisation of Fitted Contours
fmmstDA
Discriminant analysis using Multivariate Skew t Mixture...
fmmst.init
Initialization for Fitting Finite Mixtures of Unrestricted...
fmmt
Fitting Finite Mixtures of Unrestricted Multivariate t...
Lympho
T-cell Phosphorylation dataset
random
Simulation of Mixture Data

Files in this package

EMMIXuskew
EMMIXuskew/inst
EMMIXuskew/inst/CITATION
EMMIXuskew/src
EMMIXuskew/src/biv-nt.f
EMMIXuskew/src/sadmvnt.f
EMMIXuskew/NAMESPACE
EMMIXuskew/data
EMMIXuskew/data/Lympho.rda
EMMIXuskew/data/DLBCL.rda
EMMIXuskew/data/ais.rda
EMMIXuskew/R
EMMIXuskew/R/initial.r
EMMIXuskew/R/misc.r
EMMIXuskew/R/random.r
EMMIXuskew/R/mtcdf.r
EMMIXuskew/R/density.r
EMMIXuskew/R/fmmt.r
EMMIXuskew/R/contour.r
EMMIXuskew/R/fmmst.r
EMMIXuskew/MD5
EMMIXuskew/DESCRIPTION
EMMIXuskew/ChangeLog
EMMIXuskew/man
EMMIXuskew/man/Lympho.Rd
EMMIXuskew/man/fmmst.init.Rd
EMMIXuskew/man/delta.test.Rd
EMMIXuskew/man/fmmstDA.Rd
EMMIXuskew/man/dfmmst.Rd
EMMIXuskew/man/fmmt.Rd
EMMIXuskew/man/dmt.Rd
EMMIXuskew/man/DLBCL.Rd
EMMIXuskew/man/ais.Rd
EMMIXuskew/man/random.Rd
EMMIXuskew/man/EMMIXuskew-package.Rd
EMMIXuskew/man/fmmst.contour.2d.Rd
EMMIXuskew/man/fmmst.Rd