Published by the Foundation for Open Access Statistics Editors-in-chief: Bettina Grün, Torsten Hothorn, Rebecca Killick, Edzer Pebesma, Achim Zeileis    ISSN 1548-7660; CODEN JSSOBK
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Authors: Paolo Giordani, Henk A. L. Kiers, Maria Antonietta Del Ferraro
Title: Three-Way Component Analysis Using the R Package ThreeWay
Abstract: The R package ThreeWay is presented and its main features are illustrated. The aim of ThreeWay is to offer a suit of functions for handling three-way arrays. In particular, the most relevant available functions are T3 and CP, which implement, respectively, the Tucker3 and Candecomp/Parafac methods. They are the two most popular tools for summarizing three-way arrays in terms of components. After briefly recalling both techniques from a theoretical point of view, the functions T3 and CP are described by considering three real life examples.

Page views:: 4685. Submitted: 2011-11-03. Published: 2014-04-22.
Paper: Three-Way Component Analysis Using the R Package ThreeWay     Download PDF (Downloads: 6583)
ThreeWay_1.1.2.tar.gz: R source package Download (Downloads: 350; 83KB)
v57i07.R: R example code from the paper Download (Downloads: 407; 5KB)

DOI: 10.18637/jss.v057.i07

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Paper: Creative Commons Attribution 3.0 Unported License
Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.