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Looking back at the gifi system of nonlinear multivariate analysis
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نویسنده
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van der heijden p.g.m. ,van buuren s.
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منبع
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journal of statistical software - 2016 - دوره : 73 - شماره : 0
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چکیده
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Gifi was the nom de plume for a group of researchers led by jan de leeuw at the university of leiden. between 1970 and 1990 the group produced a stream of theoretical papers and computer programs in the area of nonlinear multivariate analysis that were very innovative. in an informal way this paper discusses the so-called gifi system of nonlinear multivariate analysis,that entails homogeneity analysis (which is closely related to multiple correspondence analysis) and generalizations. the history is discussed,giving attention to the scientific philosophy of this group,and links to machine learning are indicated. © 2016,american statistical association. all rights reserved.
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کلیدواژه
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CATPCA; HOMALS; Homogeneity analysis; Multiple correspondence analysis
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آدرس
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department of methodology and statistics,utrecht university,university of southampton,p.o. box 80140,utrecht,3508 tc, Netherlands, department of methodology and statistics,utrecht university,tno leiden,p.o. box 80140,utrecht,3508 tc, Netherlands
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Authors
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