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

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
MaintainerPaolo Zanini <>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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fastHICA documentation built on May 2, 2019, 9:25 a.m.