icamix-package: icamix: Estimation for ICA Mixture Model

In icamix: Estimation of ICA Mixture Models

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 <[e-mail]>

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 2, 2019, 3:41 p.m.