EMMIXcskew-package: Finite mixture of multivariate canonical fundamental skew...

In EMMIXcskew: Fitting Mixtures of CFUST Distributions

Description

Theis package implements an EM algorithm for fitting mixtures of multivariate canonical fundamental skew t (FM-CFUST) distributions. Functions for random sample generation, initial value generation, and visualisation (in 2D and 3D) are also provided.

Details

Package:	EMMIXcskew
Type:	Package
Version:	0.9-4
Date:	2017-02-07
Licence:	GPL
LazyLoad:	yes

Author(s)

S.X. Lee, G.J. McLachlan

References

Lee S.X. and McLachlan, G.J. (2016). Finite mixtures of canonical fundamental skew t-distributions: the unification of the restricted and unrestricted skew t-mixture models. Statistics and Computing 26, 573-589.

Lee S.X. and McLachlan, G.J. (2017). EMMIXcskew: An R Package for the Fitting of a Mixture of Canonical Fundamental Skew t-Distributions. Journal of Statistical Software 83(3), 1-32. URL 10.18637/jss.v083.i03.

See Also

fmcfust, dfmcfust, rfmcfust, fmcfust.contour.3d

EMMIXcskew documentation built on May 2, 2019, 6:59 a.m.