I would start by looking in Seber's text, Multivariate Observations.  I am
not sure because I don't have it handy right now, but I think the topic is
covered.  There is an excellent discussion of principal components and
outliers for sure in Seber.

On Sun, 12 Mar 2000, Nicolas MEYER wrote:

> Hi everybody !!
> 
> I'm desperately looking for books or papers on possible links beetwen
> cluster analysis and outliers, cluster being of course used to detect
> outlier(s).
> Does anybody knows anything about this ?
> Thank's !!
> 
> Nicolas MEYER
> Interne en Sant� Publique
> CHU Strasbourg-FRANCE
> 
> 
> 
> 
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