[FieldTrip] interaction within-subject indepsamplesT
Kathrin Müsch
k.muesch at uke.uni-hamburg.de
Mon Sep 19 14:24:21 CEST 2011
Dear Eric,
Thank you very much for your answer. I was afraid that this was the case.
Best,
Kathrin
Am 15.09.2011 um 10:10 schrieb Eric Maris:
> Dear Kathrin,
>
>> I need your advice on how to correctly test the interaction effects in a
> 2x2
>> within-subject design with cluster-based randomization tests. I have two
>> factors A and B with the levels a1/a2 and b1/b2. In addition, the number
> of
>> trials in A are about twice as much as in B.
>>
>> The procedure would be totally clear in a between-subject design (as in a
>> previous post on the list:
>> http://mailman.science.ru.nl/pipermail/fieldtrip/2011-January/003447.html)
>
> This post is about a WITHIN-subjects design.
>
>> because I could easily compute the differences of the factor levels
>> A_diff=a1-a2 and B_diff=b1-b2 and then run ft_freqstatistics on the
>> differences. However, since I have to run the statistics across trials and
> not
>> subjects I have independent samples and not dependent samples.
>
> So, you have a between-trials design.
>
> If it is
>> possible at all, how can I calculate the differences A_diff and B_diff
> across
>> trials? Is it a problem that the number of trials are not equal?
>
> This is not possible. Permutation tests cannot be used for testing
> interactions in a multi-factorial between-subjects/trials design. Michael
> Wibral has a post in which he refers to a nice statistics paper on the
> issue.
>
> A proxy that is possible (but not statistically sound) is to perform two
> statistical tests of the first factor, once at the first level of second
> factor and once at the second level.
>
>
> Best,
>
> Eric Maris
>
>
>
>
>
>
>
>
>>
>> Any help is appreciated!
>>
>> Best,
>> Kathrin
>>
>> _____________________________________
>> Kathrin Müsch
>>
>> Dept. of Neurophysiology and Pathophysiology
>> University Medical Center Hamburg-Eppendorf
>> Martinistr. 52
>> 20246 Hamburg
>> Germany
>> Phone: +49-40-7410-54680
>> Fax: +49-40-7410-57752
>> E-Mail: k.muesch at uke.uni-hamburg.de
>> _____________________________________
>>
>>
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Vorstandsmitglieder: Prof. Dr. Jörg F. Debatin (Vorsitzender), Dr. Alexander Kirstein, Joachim Prölß, Prof. Dr. Dr. Uwe Koch-Gromus
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