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  • 标题:From Spider-Man to Hero — Archetypal Analysis in R
  • 本地全文:下载
  • 作者:Manuel J. A. Eugster ; Friedrich Leisch
  • 期刊名称:Journal of Statistical Software
  • 印刷版ISSN:1548-7660
  • 电子版ISSN:1548-7660
  • 出版年度:2009
  • 卷号:30
  • 期号:1
  • 页码:1-23
  • 语种:English
  • 出版社:University of California, Los Angeles
  • 摘要: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.
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