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Correspondence analysis/optimal scaling with ordinal variable

Dear Marco, 

although I am not really an expert in this, it may be helpful to consider
the Wiley-book A. Gifi "Nonlinear multivariate analysis" (1990) or perhaps
the paper by Michailidis and de Leeuw about the "Gifi system":

http://citeseer.nj.nec.com/cache/papers/cs/14429/http:zSzzSzwww.stat.ucla.eduzSzpaperszSzpreprintszSz204zSz204.pdf/michailidis98gifi.pdf

The keyword should be "nonlinear principal components".
I do not know about implementations in R.

Best,
Christian
On Thu, 10 Oct 2002, Marco Saerens wrote: