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Bob Cox
March 11, 2009 03:09PM
I have to say that I simply do not understand your post at all. I think of these things in terms of linear algebra and subspaces and projections. I don't understand the following sentences, for example:

"If I were to simply pass this to 3dDeconvolve, my understanding is that the SVD would "clump" my N regressors the orthogonal N-1 regressors that explain all of the variance in the original N."

"My belief was that the SVD is multiplying the data by a contrast matrix of sorts, running the GLM for the product of the X matrix and the contrast matrix, and then dividing the beta vector by the inverse of the contrast matrix."

You can use the 1dsvd program to compute the SVD and pseudo-inverse of the regression matrix, if you want to see what those are. The pseudo-inverse is what 3dDeconvolve uses to compute the betas from the data.
Subject Author Posted

SVD in 3dDeconvolve

Chris Moore March 11, 2009 01:39PM

Re: SVD in 3dDeconvolve

Bob Cox March 11, 2009 03:09PM

Re: SVD in 3dDeconvolve

Chris Moore March 11, 2009 07:16PM

Re: SVD in 3dDeconvolve

Bob Cox March 12, 2009 10:32AM

Re: SVD in 3dDeconvolve

Chris Moore March 12, 2009 04:53PM