|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:: 4326. Submitted: 2011-11-03. Published: 2014-04-22.
Three-Way Component Analysis Using the R Package ThreeWay
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