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Principal component analysis of three-mode data by means of alternating least squares algorithms. (English) Zbl 0431.62035


MSC:

62H25 Factor analysis and principal components; correspondence analysis
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References:

[1] Carroll, J. D. & Chang, J. J.IDIOSCAL: A generalization of INDSCAL allowing IDIOsyncratic reference systems as well as an analytic approximation to INDSCAL. Paper presented at the Spring Meeting of the Psychometric Society, Princeton, N. J., March 1972.
[2] Harshman, R. A.Foundations of the PARAFAC procedure: Models and conditions for an ”explanatory” multimode factor analysis (Working Papers in Phonetics No. 16). Los Angeles: University of California, 1970.
[3] Jennrich, R.A generalization of the multidimensional scaling model of Carroll & Chang (Working Papers in Phonetics No. 22). Los Angeles: University of California, 1972.
[4] Kroonenberg, P. M. & de Leeuw, J.TUCKALS2: A principal component analysis of three mode data (Res. Bull. RB 001-77). Leiden: Department of Data Theory, University of Leiden, 1977.
[5] Levin, J.Three-mode factor analysis (Unpublished doctoral thesis). Urbana, Ill.: University of Illinois, 1963.
[6] Wish, M.An INDSCAL analysis of the Miller & Nicely consonant confusion data. Paper presented at meetings of the Acoustical Society of America. Houston, November, 1970.
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