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Fisher Discriminant Analysis and Factor Analysis
January 1983 (vol. 5 no. 1)
pp. 99-104
ASCII Text
x 
 
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, January, 1983.
 
 
BibTex
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@article{ 10.1109/TPAMI.1983.4767352,
author = {Giacomo Della Riccia and Alexander Shapiro},
title = {Fisher Discriminant Analysis and Factor Analysis},
journal ={IEEE Transactions on Pattern Analysis and Machine Intelligence},
volume = {5},
number = {1},
issn = {0162-8828},
year = {1983},
pages = {99-104},
doi = {http://doi.ieeecomputersociety.org/10.1109/TPAMI.1983.4767352},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - JOUR
JO - IEEE Transactions on Pattern Analysis and Machine Intelligence
TI - Fisher Discriminant Analysis and Factor Analysis
IS - 1
SN - 0162-8828
SP99
EP104
EPD - 99-104
A1 - Giacomo Della Riccia,
A1 - Alexander Shapiro,
PY - 1983
VL - 5
JA - IEEE Transactions on Pattern Analysis and Machine Intelligence
ER -
 
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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