fastHICA: Hierarchical Independent Component Analysis: a multi-scale sparse non-orthogonal data-driven basis

This package implements HICA (Hierarchical Independent Component Analysis) algorithm. This approach, obtained through the integration between treelets and Independent Component Analysis, is able to provide a multi-scale non-orthogonal data-driven basis, whose elements have a phenomenological interpretation according to the problem under study.

Version: 1.0
Depends: fastICA, energy
Published: 2014-01-16
Author: Piercesare Secchi, Simone Vantini, and Paolo Zanini
Maintainer: Paolo Zanini <paolo.zanini at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: fastHICA results


Reference manual: fastHICA.pdf
Package source: fastHICA_1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
OS X Snow Leopard binaries: r-release: fastHICA_1.0.tgz, r-oldrel: fastHICA_1.0.tgz
OS X Mavericks binaries: r-release: fastHICA_1.0.tgz