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Fisher Discriminant Analysis and Factor Analysis
January 1983 (vol. 5 no. 1)
pp. 99-104
Giacomo Della Riccia, Ben-Gurion University of the Negev, Beer-Sheva, Israel; Istituto di Matematica, Universita di Udine, 33100 Udine, Italy.
Alexander Shapiro, Ben-Gurion University of the Negev, Beer-Sheva, Israel; Department of Statistics and Operations Research, University of South Africa, 0001 Pretoria, South Africa.
We show that information on the inherent structure of multidimensional data derived from a factor analysis procedure is equivalent to information obtained by Fisher discriminant analysis techniques, provided certain conditions, usually required in the factor analysis model, are satisfied. The results advocate the use of a factor analysis approach when Fisher discriminant analysis is not applicable, such as, for instance, in clustering problems.
Citation:
Giacomo Della Riccia, Alexander Shapiro, "Fisher Discriminant Analysis and Factor Analysis," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 5, no. 1, pp. 99-104, Jan. 1983, doi:10.1109/TPAMI.1983.4767352
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