Published by the Foundation for Open Access Statistics Editors-in-chief: Bettina Grün, Torsten Hothorn, Edzer Pebesma, Achim Zeileis    ISSN 1548-7660; CODEN JSSOBK
Authors: Manuel J. A. Eugster, Friedrich Leisch
Title: From Spider-Man to Hero — Archetypal Analysis in R
Abstract: Archetypal analysis has the aim to represent observations in a multivariate data set as convex combinations of extremal points. This approach was introduced by Cutler and Breiman (1994); they defined the concrete problem, laid out the theoretical foundations and presented an algorithm written in Fortran. In this paper we present the R package archetypes which is available on the Comprehensive R Archive Network. The package provides an implementation of the archetypal analysis algorithm within R and different exploratory tools to analyze the algorithm during its execution and its final result. The application of the package is demonstrated on two examples.

Page views:: 8413. Submitted: 2008-12-11. Published: 2009-04-29.
Paper: From Spider-Man to Hero — Archetypal Analysis in R     Download PDF (Downloads: 8229)
Supplements:
archetypes_1.0.tar.gz: R source package Download (Downloads: 1285; 505KB)
v30i08.R: R example code from the paper Download (Downloads: 1255; 7KB)
v30i08-movies.zip: movie-skel.swf, movie-toy.swf Download (Downloads: 1150; 405KB)
DOI: 10.18637/jss.v030.i08

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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.