EMMIXuskew-package: Finite mixture of unrestricted multivariate skew t...

Description Details Author(s) References See Also

Description

Theis package implements an EM algorithm for fitting mixtures of unrestricted multivariate skew t (FM-uMST) distributions. Functions for random sample generation, discriminant analysis, and visualisation (in 2D and 3D) is also provided.

Details

Package: EMMIXuskew
Type: Package
Version: 0.11-6
Date: 2014-07-31
Licence: GPL
LazyLoad: yes

Author(s)

S.X. Lee, G.J. McLachlan

References

Lee S, McLachlan G (2011). On the fitting of mixtures of multivariate skew t-distributions via the EM algorithm. arXiv:1109.4706 [stat.ME]

Lee, S. and McLachlan, G.J. (2014) Finite mixtures of multivariate skew t-distributions: some recent and new results. Statistics and Computing, 24, 181-202.

Lee, S. and McLachlan, G.J. (2013) EMMIXuskew: An R package for fitting mixtures of multivariate skew t-distributions via the EM algorithm. Journal of Statistical Software, 55(12), 1-22. URL http://www.jstatsoft.org/v55/i12/.

See Also

fmmst, dfmmst, rfmmst, fmmst.contour.3d


EMMIXuskew documentation built on May 29, 2017, 11:25 p.m.