MixAll {MixAll}R Documentation

MixAll allows to estimate parametric mixture models with mixed data sets and missing data.

Description

This package contains methods allowing R users to use the clustering methods of the STK++ library.

Details

As described at the STK++ project's home page, http://www.stkpp.org, STK++ is a versatile, fast, reliable and elegant collection of C++ classes for statistics, clustering, linear algebra, arrays (with an Eigen-like API), regression, dimension reduction, etc. Some functionalities provided by the library are available in the R environment as R functions in MixAll.

The available functionalities are:

  1. the clusterDiagGaussian method allowing to discover group structures in multivariate quantitative data sets using diagonal Gaussian multidimensional models (8 models).

  2. the clusterCategorical method allowing to discover group structures in multivariate discrete data sets using categorical multidimensional models (24 models).

  3. the clusterGamma method allowing to discover group structures in multivariate quantitative positive data sets using gamma multidimensional models (24 models).

  4. the clusterPoisson method allowing to discover group structures in multivariate counting data sets using Poisson multidimensional models (8 models).

  5. the clusterMixedData method allowing to discover group structures in mixed data sets.

Package: MixAll
Type: Package
Version: 0.8.1
Date: 2018-03-19
License: GPL for the MixAll and rtkore side, LGPL for the stkpp side + file LICENSE
LazyLoad: yes

Author(s)

Author: Serge Iovleff contact@stkpp.org


[Package MixAll version 1.4.3 Index]