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 and Zhu, X., & Hunter, D.R., 2015 ). This is a new tool for unsupervised clustering.


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install.packages("icamix")

1.0.6 by Xiaotian Zhu, 2 years ago


Browse source code at https://github.com/cran/icamix


Authors: Xiaotian Zhu , David R. Hunter


Documentation:   PDF Manual  


GPL-2 | GPL-3 license


Imports Rcpp

Suggests mixtools

Linking to Rcpp, RcppArmadillo


See at CRAN