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.
| Version: | 1.0.6 |
| Imports: | Rcpp (≥ 0.11.5) |
| LinkingTo: | Rcpp, RcppArmadillo |
| Suggests: | mixtools |
| Published: | 2017-04-17 |
| Author: | Xiaotian Zhu, David R. Hunter |
| Maintainer: | Xiaotian Zhu <xzhu at natera.com> |
| License: | GPL-2 | GPL-3 |
| NeedsCompilation: | yes |
| CRAN checks: | icamix results |
| Reference manual: | icamix.pdf |
| Package source: | icamix_1.0.6.tar.gz |
| Windows binaries: | r-devel: icamix_1.0.6.zip, r-release: icamix_1.0.6.zip, r-oldrel: icamix_1.0.6.zip |
| OS X binaries: | r-release: icamix_1.0.6.tgz, r-oldrel: icamix_1.0.6.tgz |
| Old sources: | icamix archive |
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