Kruskal's polynomial for 2×2×2 arrays and a generalization to 2×n×n arrays

JMF ten Berge

    Research output: Contribution to journalArticleAcademicpeer-review

    56 Citations (Scopus)

    Abstract

    A remarkable difference between the concept of rank for matrices and that for three-way arrays has to do with the occurrence of non-maximal rank. The set of n x n matrices that have a rank less than n has zero volume. Kruskal pointed out that a 2 x 2 x 2 array has rank three or less, and that the subsets of those 2 x 2 x 2 arrays for which the rank is two or three both have positive volume. These subsets can be distinguished by the roots of a certain polynomial. The present paper generalizes Kruskal's results to 2 x n x n arrays. Incidentally, it is shown that two n x n matrices can be diagonalized simultaneously with positive probability.

    Original languageEnglish
    Pages (from-to)631-636
    Number of pages6
    JournalPsychometrika
    Volume56
    Issue number4
    DOIs
    Publication statusPublished - Dec-1991

    Keywords

    • RANK
    • 3-WAY ARRAYS
    • PARAFAC
    • CANDECOMP
    • SIMULTANEOUS DIAGONALIZATION

    Fingerprint

    Dive into the research topics of 'Kruskal's polynomial for 2×2×2 arrays and a generalization to 2×n×n arrays'. Together they form a unique fingerprint.

    Cite this