Package: MoEClust
Type: Package
Date: 2017-11-28
Title: Parsimonious Model-Based Clustering with Covariates
Version: 1.0.0
Authors@R: c(person("Keefe", "Murphy", email = "keefe.murphy@ucd.ie", role = c("aut", "cre")),
           person("Thomas Brendan", "Murphy", email = "brendan.murphy@ucd.ie", role = "ctb"))
Description: Clustering via parsimonious Mixtures of Experts using the MoEClust models introduced by Murphy and Murphy (2017) <arXiv:1711.05632>. This package fits finite Gaussian mixture models with gating and expert network covariates using parsimonious covariance parameterisations from 'mclust' via the EM algorithm. Visualisation of the results of such models using generalised pairs plots is also facilitated.
Depends: R (>= 2.10)
License: GPL (>= 2)
Encoding: UTF-8
URL: https://cran.r-project.org/package=MoEClust
BugReports: https://github.com/Keefe-Murphy/MoEClust
LazyData: true
Imports: grid, lattice, matrixStats, mclust (>= 5.1), mvnfast, nnet,
        vcd
Suggests: cluster, geometry, knitr, rmarkdown
RoxygenNote: 6.0.1
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2017-11-28 02:54:04 UTC; Keefe
Author: Keefe Murphy [aut, cre],
  Thomas Brendan Murphy [ctb]
Maintainer: Keefe Murphy <keefe.murphy@ucd.ie>
Repository: CRAN
Date/Publication: 2017-11-28 18:24:21 UTC
