icamix-package: icamix: Estimation for ICA Mixture Model

Description Details Author(s) References

Description

Provides R functions which facilitate the estimation of ICA mixture models. This is a new tool for unsupervised clustering.

Details

Package: icamix
Type: Package
Version: 1.0.6
Date: 2017-04-16
License: GPL-2 | GPL-3

We have developed the NSMM-ICA algorithm which is implemented in the main function EMFASTICAALG that currently integrates npEM and Fast-ICA for non-parametric estimation of ICA mixture models.

Author(s)

Xiaotian Zhu, David R. Hunter

Maintainer: Xiaotian Zhu <xzhu@natera.com>

References

Zhu, Xiaotian, and David R. Hunter. "Theoretical grounding for estimation in conditional independence multivariate finite mixture models." Journal of Nonparametric Statistics 28.4 (2016): 683-701.

Zhu, Xiaotian, and David R. Hunter. "Clustering Via Finite Nonparametric ICA Mixture Models." arXiv preprint arXiv:1510.08178


icamix documentation built on May 20, 2017, 5:20 a.m.

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