icamix-package: icamix: Estimation for ICA Mixture Model

Description Details Author(s) References


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


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.


Xiaotian Zhu, David R. Hunter

Maintainer: Xiaotian Zhu <[email protected]>


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 30, 2017, 7:31 a.m.