fastHICA: Hierarchical Independent Component Analysis: a Multi-Scale Sparse Non-Orthogonal Data-Driven Basis
Version 1.0.2

It 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.

Getting started

Package details

AuthorPiercesare Secchi, Simone Vantini, and Paolo Zanini
Date of publication2015-05-12 11:39:40
MaintainerPaolo Zanini <[email protected]>
LicenseGPL (>= 2)
Version1.0.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("fastHICA")

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fastHICA documentation built on May 30, 2017, 12:09 a.m.