EMMIXskew: The EM Algorithm and Skew Mixture Distribution

EM algorithm for Mixture of Multivariate Skew Normal/T Distributions

Author
Kui Wang, Angus Ng and Geoff McLachlan.
Date of publication
2013-11-13 09:02:25
Maintainer
Geoff McLachlan <g.mclachlan@uq.edu.au>
License
GPL
Version
1.0.1

View on CRAN

Man pages

bootstrap
Bootstrap
conplot
Functions of Contours
ddmix
Density Functions of Mixture Models
ddmsn
The Multivariate Skew Normal Distribution
ddmst
The Multivariate Skew t-distribution
ddmvn
The Multivariate Normal Distribution
ddmvt
The Multivariate t-Distribution
EmSkew
The EM Algorithm and Skew Mixture Models
EmSkew.contours
Scatter plot and Contours
EmSkewfit
Fit the Multivariate Skew Mixture Models
EmSkewMOD
Calculate modes
error.rate
Error Rate
getcov
Covariance
getICL
The ICL criterion
getSWR
Calculate modes
initEmmix
Initialize Emmix Parameters
inverse
Inverse of a covariance matrix
mvt.dof
Degrees of freedom
rdemmix
Simulate Data Using Mixture Models

Files in this package

EMMIXskew
EMMIXskew/src
EMMIXskew/src/mixinit.c
EMMIXskew/src/Makevars
EMMIXskew/src/mstep.c
EMMIXskew/src/module.c
EMMIXskew/src/distance.c
EMMIXskew/src/mixmsn.f
EMMIXskew/src/scamstep.f
EMMIXskew/src/mixem.c
EMMIXskew/src/emmix.h
EMMIXskew/src/mixmstda.f
EMMIXskew/src/density.c
EMMIXskew/src/mixmst.f
EMMIXskew/src/density2.f
EMMIXskew/src/predmixdamst.f
EMMIXskew/src/mixda.f
EMMIXskew/src/mixmvnda.f
EMMIXskew/src/mixmvtda.f
EMMIXskew/src/zeroin.c
EMMIXskew/src/mixmsnda.f
EMMIXskew/src/estep.c
EMMIXskew/src/predmixdamsn.f
EMMIXskew/src/scaestep.c
EMMIXskew/NAMESPACE
EMMIXskew/R
EMMIXskew/R/EmSkew.R
EMMIXskew/MD5
EMMIXskew/DESCRIPTION
EMMIXskew/man
EMMIXskew/man/bootstrap.Rd
EMMIXskew/man/rdemmix.Rd
EMMIXskew/man/mvt.dof.Rd
EMMIXskew/man/inverse.Rd
EMMIXskew/man/getICL.Rd
EMMIXskew/man/ddmsn.Rd
EMMIXskew/man/ddmst.Rd
EMMIXskew/man/getSWR.Rd
EMMIXskew/man/EmSkew.Rd
EMMIXskew/man/ddmvn.Rd
EMMIXskew/man/error.rate.Rd
EMMIXskew/man/EmSkew.contours.Rd
EMMIXskew/man/ddmix.Rd
EMMIXskew/man/conplot.Rd
EMMIXskew/man/ddmvt.Rd
EMMIXskew/man/EmSkewMOD.Rd
EMMIXskew/man/EmSkewfit.Rd
EMMIXskew/man/initEmmix.Rd
EMMIXskew/man/getcov.Rd