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help > RE: reporting 3-way interaction
May 3, 2016 06:05 PM | Alfonso Nieto-Castanon - Boston University
RE: reporting 3-way interaction
Dear Bruno
If you want to use F-stats (and that is typically the best choice for this sort of interaction analyses, unless you have an a priori hypothesis about the directionality of the expected interaction effect) simply switch the option in the results explorer window that reads 'one-sided (positive)' to 'two-sided', and that will be exactly equivalent to the standard F-test (which is blind to the directionality of the interaction effect) for this same interaction analysis.
If in doubt, or if you prefer to have F-stat values directly, you could also simply enter in the 'between-subjects contrast' field [1 -1; 1 -1] (instead of just [1 -1]), and that will give you exactly the same results as the analysis above, but now all statistics will be reported using F-stats instead of T-stats. Another alternative would be, in the original analysis results explorer window, click on the 'display SPM' button and define there a new F-contrast with the [-1 1] values. Again, all of these options will produce exactly the same second-level results as your original analyses (using the 'two-sided' option), you will see exactly the same significant clusters, the same cluster-level statistics, etc. (they will only vary in the choice of voxel-level statistics being reported -either T(dof) or F(1,dof) stats-)
Hope this helps
Alfonso
Originally posted by Bruno Baumann:
If you want to use F-stats (and that is typically the best choice for this sort of interaction analyses, unless you have an a priori hypothesis about the directionality of the expected interaction effect) simply switch the option in the results explorer window that reads 'one-sided (positive)' to 'two-sided', and that will be exactly equivalent to the standard F-test (which is blind to the directionality of the interaction effect) for this same interaction analysis.
If in doubt, or if you prefer to have F-stat values directly, you could also simply enter in the 'between-subjects contrast' field [1 -1; 1 -1] (instead of just [1 -1]), and that will give you exactly the same results as the analysis above, but now all statistics will be reported using F-stats instead of T-stats. Another alternative would be, in the original analysis results explorer window, click on the 'display SPM' button and define there a new F-contrast with the [-1 1] values. Again, all of these options will produce exactly the same second-level results as your original analyses (using the 'two-sided' option), you will see exactly the same significant clusters, the same cluster-level statistics, etc. (they will only vary in the choice of voxel-level statistics being reported -either T(dof) or F(1,dof) stats-)
Hope this helps
Alfonso
Originally posted by Bruno Baumann:
Dear Alfredo,
after reading several posts I'm still a bit puzzled how to report the results of a mixed-design ANOVA.
I set up a 2x2x2 model (group, condition, roi). The 3-way interaction gives me a T-value instead of F-values which would be expected for a rmANOVA for example.
group: [1 -1]
condition: [1 -1]
roi: [1 -1]
If I understand correctly this is founded in the way results are calculated (t-tests for within-subject-effects on 1st-level, subsequent results in t-tests on 2nd level (between-subjects-effects))
If I want to report F-values is it the correct way to calculate the F=t^2 as indicated in that post (https://www.nitrc.org/forum/message.php?...)?
I hope the specifications are sufficient.
Thanks in advance and best wishes,
Bruno
after reading several posts I'm still a bit puzzled how to report the results of a mixed-design ANOVA.
I set up a 2x2x2 model (group, condition, roi). The 3-way interaction gives me a T-value instead of F-values which would be expected for a rmANOVA for example.
group: [1 -1]
condition: [1 -1]
roi: [1 -1]
If I understand correctly this is founded in the way results are calculated (t-tests for within-subject-effects on 1st-level, subsequent results in t-tests on 2nd level (between-subjects-effects))
If I want to report F-values is it the correct way to calculate the F=t^2 as indicated in that post (https://www.nitrc.org/forum/message.php?...)?
I hope the specifications are sufficient.
Thanks in advance and best wishes,
Bruno
Threaded View
Title | Author | Date |
---|---|---|
Bruno Baumann | May 3, 2016 | |
Alfonso Nieto-Castanon | May 3, 2016 | |
Helene Veenstra | Aug 31, 2016 | |
Alfonso Nieto-Castanon | Sep 1, 2016 | |
Helene Veenstra | Sep 2, 2016 | |