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 language | English |
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Pages (from-to) | 631-636 |
Number of pages | 6 |
Journal | Psychometrika |
Volume | 56 |
Issue number | 4 |
DOIs | |
Publication status | Published - Dec-1991 |
Keywords
- RANK
- 3-WAY ARRAYS
- PARAFAC
- CANDECOMP
- SIMULTANEOUS DIAGONALIZATION