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Thank you!

From: Thomas Nichols [[log in to unmask]]
Sent: Tuesday, June 25, 2019 9:00 AM
To: Tali Weiss
Cc: FSL - FMRIB's Software Library
Subject: Re: sign-flip question

Dear Tali,

I'm CCing this to the FSL list as this will be of interest to other users.
I like to compare 2 subjects (case study) to a group of 20 subjects. Can I use "-1" in randomise (sign-flipping)?
No, that won't be the correct option.  The -1 option is only for a one-sample t-test, and, for VBM data especially, never applicable.

For this design, you have 22-choose-2 or 231 possible permutations; all p-values will be multiples of the smallest possible p-value 1/231=0.0043.  This seems like reasonable enough to conduct a test.
Should I add variance smoothing (-v) in addition to smoothing ? How can I estimate the appropriate value of -v? 
Variance smoothing isn't really needed for fewer than 20 DF; you have exactly 20 here and I won't think it would do much.  (When used, a variance smoothing equal to the original smoothing kernel is usually recommended).
 
-Tom

--
__________________________________________________________
Thomas Nichols, PhD
Professor of Neuroimaging Statistics
Nuffield Department of Population Health | University of Oxford
Big Data Institute | Li Ka Shing Centre for Health Information and Discovery
Old Road Campus | Headington | Oxford | OX3 7LF | United Kingdom
T: +44 1865 743590 | E: [log in to unmask]
W: http://nisox.org | http://www.bdi.ox.ac.uk


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