MixAll-package {MixAll}

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, https://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. Clustering (clusterDiagGaussian, clusterCategorical, clusterPoisson, clusterGamma, clusterMixedData)

2. Learning ( (learnDiagGaussian, learnCategorical, learnPoisson, learnGamma, learnMixedData),

3. Prediction (clusterPredict).

Author(s)

Serge Iovleff