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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.
Getting started
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Package details |
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| Author | Xiaotian Zhu, David R. Hunter |
| Maintainer | Xiaotian Zhu <xzhu@natera.com> |
| License | GPL-2 | GPL-3 |
| Version | 1.0.6 |
| Package repository | View on CRAN |
| Installation |
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