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Re: Principal component analysis [message #57145 is a reply to message #57144] Wed, 05 December 2007 06:57 Go to previous messageGo to previous message
David Fanning is currently offline  David Fanning
Messages: 11724
Registered: August 2001
Senior Member
David Fanning writes:

> Don't know. You will have to ask someone whose last math
> class wasn't over 30 years ago. :-)

I will say, though, that when I was looking into this
I noticed that what you pass in really doesn't matter
as long as you preserve the "vector" nature of the data.
That is to say, the absolute magnitude of the vectors
that comes out is irrelevant. The *relative* magnitudes
of the orthogonal vectors "explains" the data. So I would
say the various ways you can manipulate the data prior to
sending it to analysis are "scaling" functions that don't
fundamentally change the nature of the result.

At least that is my hand-waving explanation. :-)

Cheers,

David

--
David Fanning, Ph.D.
Fanning Software Consulting, Inc.
Coyote's Guide to IDL Programming: http://www.dfanning.com/
Sepore ma de ni thui. ("Perhaps thou speakest truth.")
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