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An efficient algorithm for PARAFAC of three-way data with large numbers of observation units

✍ Scribed by Henk A. L. Kiers; Wim P. Krijnen


Book ID
112726901
Publisher
Springer
Year
1991
Tongue
English
Weight
421 KB
Volume
56
Category
Article
ISSN
0033-3123

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A three–step algorithm for CANDECOMP/PAR
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Fitting the CANDECOMP/PARAFAC model by the standard alternating least squares algorithm often requires very many iterations. One case in point is that of analysing data with mild to severe multicollinearity. If, in addition, the size of the data is large, the computation of one CANDECOMP/PARAFAC sol