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icamix (version 1.0.6)

Estimation of ICA Mixture Models

Description

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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Version

Install

install.packages('icamix')

Monthly Downloads

72

Version

1.0.6

License

GPL-2 | GPL-3

Maintainer

Last Published

April 17th, 2017

Functions in icamix (1.0.6)

print.EMFASTICAALG

print.summary.EMFASTICAALG

summary.EMFASTICAALG

icamix-internal

Kernels for 'icamix' Functions
icamix-package

plot.EMFASTICAALG

plot.summary.EMFASTICAALG

EMFASTICAALG

ESTIMATEDMEMBER

ATRANSDENSITY

CLASSDIFFRATE