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  • 标题:Three-Way Component Analysis Using the R Package ThreeWay
  • 本地全文:下载
  • 作者:Paolo Giordani ; Henk A. L. Kiers ; Maria Antonietta Del Ferraro
  • 期刊名称:Journal of Statistical Software
  • 印刷版ISSN:1548-7660
  • 电子版ISSN:1548-7660
  • 出版年度:2014
  • 卷号:57
  • 期号:1
  • 页码:1-23
  • 语种:English
  • 出版社:University of California, Los Angeles
  • 摘要: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.
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