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An approach ton-mode components analysis

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Abstract

As an extension of Lastovicka's four-mode components analysis ann-mode components analysis is developed. Using a convenient notation, both a canonical and a least squares solution are derived. The relation between both solutions and their computational aspects are discussed.

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Author information

Authors and Affiliations

  1. Tilburg University, The Netherlands

    Arie Kapteyn

  2. University of Amsterdam, The Netherlands

    Heinz Neudecker

  3. Econometrics Institute, Groningen University, PO Box 800, 9700 AV, Groningen, The Netherlands

    Tom Wansbeek

Authors
  1. Arie Kapteyn
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  2. Heinz Neudecker
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  3. Tom Wansbeek
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Additional information

The first draft was written while Wansbeek was with the Netherlands Central Bureau of Statistics. We thank Jaap Verhees for performing the computations and for many discussions on the subject, John Lastovicka for kindly making available his data to us, and the Editor, the referees, Jeroen Weesie and Pieter Kroonenberg for their useful comments.

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Kapteyn, A., Neudecker, H. & Wansbeek, T. An approach ton-mode components analysis. Psychometrika 51, 269–275 (1986). https://doi.org/10.1007/BF02293984

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  • DOI: https://doi.org/10.1007/BF02293984

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