icamix: Estimation of ICA Mixture Models

Provides R functions which facilitate the estimation of ICA mixture models. We have developed and implemented the NSMM-ICA algorithm that currently integrates npEM and Fast-ICA for non-parametric estimation of ICA mixture models (Zhu, X., & Hunter, D.R., 2016 <DOI:10.1080/10485252.2016.1225049> and Zhu, X., & Hunter, D.R., 2015 <arXiv:1510.08178>). This is a new tool for unsupervised clustering.

Package details

AuthorXiaotian Zhu, David R. Hunter
MaintainerXiaotian Zhu <xzhu@natera.com>
LicenseGPL-2 | GPL-3
Package repositoryView on CRAN
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icamix documentation built on May 2, 2019, 3:41 p.m.