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Hi - I suggest that for a good intro to GRF-based cluster inference you
see Matthew Brett's excellent page:
http://www.mrc-cbu.cam.ac.uk/Imaging/randomfields.html

The simple explanation is: If you increase the Z threshold, the actual
number of voxels in a given cluster may not decrease very much, depending
on the sharpness of the edges of the cluster in the Z image. Then, becuase
the actual significance calculated for the cluster depends on both the
number of voxels in the cluster AND the threshold that was used (the
higher the threshold, the more significant the cluster), it is possible
that this cluster will pass the final significance test when it didn't for
lower Z threshold.

Thanks, Steve.



On Mon, 24 Mar 2003, Andrew Bleicher wrote:

> I was hoping that somebody could explain the parenthetical statement made at the end of the previous message in this string, "the significance of a cluster depends on its size _and_ the threshold that was used"
>
> How and why is that? I have found that for my higher level analyses, the
> higher my z threshold, the greater the area of activation in almost
> every case. For this reason, I have had difficulty understanding my
> results.
>
> I appreciate any help,
>
> Andrew Bleicher, MD
> Albert Einstein College of Medicine
> Montefiore Medical Center
> Dept of Radiology
> Bronx, New York
>

 Stephen M. Smith  MA DPhil CEng MIEE
 Associate Director, FMRIB and Analysis Research Coordinator

 Oxford University Centre for Functional MRI of the Brain
 John Radcliffe Hospital, Headington, Oxford OX3 9DU, UK
 +44 (0) 1865 222726  (fax 222717)

 [log in to unmask]  http://www.fmrib.ox.ac.uk/~steve