AFNI Message Board

Dear AFNI users-

We are very pleased to announce that the new AFNI Message Board framework is up! Please join us at:

https://discuss.afni.nimh.nih.gov

Existing user accounts have been migrated, so returning users can login by requesting a password reset. New users can create accounts, as well, through a standard account creation process. Please note that these setup emails might initially go to spam folders (esp. for NIH users!), so please check those locations in the beginning.

The current Message Board discussion threads have been migrated to the new framework. The current Message Board will remain visible, but read-only, for a little while.

Sincerely, AFNI HQ

History of AFNI updates  

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April 17, 2013 12:52PM
You have 2 options for dealing with this type of spatial non-stationarity, inside the AFNI bubble-universe.

(1) Ignore it. At the group analysis level, it is not clear at all that the inhomogeneity in smoothness of the FMRI noise is important, relative to to all the other statistical "sins" that are committed along the way.

(2) Eradicate it. That is, blur the time series data, before analysis, in a way that eliminates this non-stationarity. The AFNI program 3dBlurToFWHM will do this, blurring more in areas with less smoothness and blurring less in areas where the noise is already smooth. At that point, you can then analyze the time series data (e.g., via 3dREMLfit) as before, and continue.

or (3) -- try both methods and see how much different the end results are -- at the group level, not in individual subjects.

I don't know of any statistical tool that can correctly compensate for non-stationary smoothness in clustering at the group level, considering also the fact that the amount and spatial distribution of this non-stationarity would differ between subjects. Perhaps some brute force resampling/permutation method could deal with this issue, but I don't have or know of any software for this purpose.
Subject Author Posted

Non stationarity correction with output of 3dLocalstat

Anonymous User April 15, 2013 11:13AM

Re: Non stationarity correction with output of 3dLocalstat

Bob Cox April 17, 2013 12:52PM