MoEClust (1.2.0)

Gaussian Parsimonious Clustering Models with Covariates.

https://cran.r-project.org/package=MoEClust
http://cran.r-project.org/web/packages/MoEClust

Clustering via parsimonious Gaussian Mixtures of Experts using the MoEClust models introduced by Murphy and Murphy (2017) . This package fits finite Gaussian mixture models with a formula interface for supplying gating and/or expert network covariates using a range of parsimonious covariance parameterisations via the EM algorithm. Visualisation of the results of such models using generalised pairs plots is also facilitated.

Maintainer: Keefe Murphy
Author(s): Keefe Murphy [aut, cre], Thomas Brendan Murphy [ctb]

License: GPL (>= 2)

Uses: lattice, matrixStats, mclust, mvnfast, nnet, vcd, cluster, geometry, knitr, clustMD, rmarkdown

Released 9 months ago.