icamix: Estimation of ICA Mixture Models

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The icamix package provides R functions as well as a C++ library 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. We will continue to build in algorithms that interweave the EM step with other types of ICA techniques.

Author
Xiaotian Zhu, David R. Hunter
Date of publication
2015-10-22 08:24:26
Maintainer
Xiaotian Zhu <xiaotian.zhu@abbvie.com>
License
GPL-2 | GPL-3
Version
1.0.4

View on CRAN

Man pages

ATRANSDENSITY
ATRANSDENSITY
CLASSDIFFRATE
CLASSDIFFRATE
EMFASTICAALG
EMFASTICAALG
ESTIMATEDMEMBER
ESTIMATEDMEMBER
icamix-internal
Kernels for 'icamix' Functions
icamix-package
icamix: Estimation for ICA Mixture Model
plot.EMFASTICAALG
plot.EMFASTICAALG
plot.summary.EMFASTICAALG
plot.summary.EMFASTICAALG
print.EMFASTICAALG
print.EMFASTICAALG
print.summary.EMFASTICAALG
print.summary.EMFASTICAALG
summary.EMFASTICAALG
summary.EMFASTICAALG

Files in this package

icamix
icamix/src
icamix/src/Makevars
icamix/src/EMInterwovenFastICA.cpp
icamix/src/WtsFastICA.cpp
icamix/src/WtsKde.cpp
icamix/src/Makevars.win
icamix/src/RcppExports.cpp
icamix/NAMESPACE
icamix/R
icamix/R/RcppExports.R
icamix/R/EMFASTICAALG.R
icamix/MD5
icamix/DESCRIPTION
icamix/man
icamix/man/plot.EMFASTICAALG.Rd
icamix/man/summary.EMFASTICAALG.Rd
icamix/man/print.EMFASTICAALG.Rd
icamix/man/EMFASTICAALG.Rd
icamix/man/ESTIMATEDMEMBER.Rd
icamix/man/print.summary.EMFASTICAALG.Rd
icamix/man/ATRANSDENSITY.Rd
icamix/man/plot.summary.EMFASTICAALG.Rd
icamix/man/CLASSDIFFRATE.Rd
icamix/man/icamix-internal.Rd
icamix/man/icamix-package.Rd