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fICA (version 1.1-2)

Classical, Reloaded and Adaptive FastICA Algorithms

Description

Algorithms for classical symmetric and deflation-based FastICA, reloaded deflation-based FastICA algorithm and an algorithm for adaptive deflation-based FastICA using multiple nonlinearities. For details, see Miettinen et al. (2014) and Miettinen et al. (2017) . The package is described in Miettinen, Nordhausen and Taskinen (2018) .

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Version

Install

install.packages('fICA')

Monthly Downloads

279

Version

1.1-2

License

GPL (>= 2)

Maintainer

Klaus Nordhausen

Last Published

December 8th, 2021

Functions in fICA (1.1-2)

reloaded_fICA

Reloaded Deflation-based FastICA Method for Independent Component Analysis
compute_alphas

Estimation of Alphas in the Asymptotic Covariance Matrix of the Deflation-based FastICA Estimator
fICA

Symmetric and Deflation-based FastICA Methods for Independent Component Analysis
fICA-package

Classical, Reloaded and Adaptive FastICA Algorithms
nonlinearities

Set of Nonlinearities for Adaptive Deflation-based FastICA Method
adapt_fICA

Adaptive Deflation-based FastICA Method for Independent Component Analysis