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help > RE: Correlation with seed-to-voxel connectivity
Nov 25, 2015 05:11 PM | Alfonso Nieto-Castanon - Boston University
RE: Correlation with seed-to-voxel connectivity
Hi David,
To look at the correlation between functional connectivity and a subject-level variable (e.g. entered as a second-level covariate named "mycovariate") simply select 'AllSubjects' and 'mycovariate' in the between-subject effects list and enter a between-subjects contrast [0 1] (in the conditions and sources list simply select your condition -e.g. rest- and seed -e.g. atlas.Hippocampus.l-, respectively, and leave the default 1 contrasts there).
In general CONN second-level model definitions work somewhat similarly to SPM's model specification. In the between-subjects effects list you have a list of all possible between-subjects effects and you select there which ones you want to include into your second-level model (in our case we are choosing 'AllSubjects' -a constant term- and 'mycovariate' -your covariate effect- so your second-level model defines a simple regression equation). Then in the between-subjects contrast field you enter which particular contrast (across the selected subject effects) you want to evaluate (in our case we are choosing [0 1] to evaluate the effect of the regression with "mycovariate" term). Last, in the conditions and sources list you simply select the desired conditions and sources that you would want to evaluate (and if you select multiple conditions and/or multiple seeds you can also specify your desired between-conditions and/or between-sources contrasts there and these will be always treated as within-subject effects -e.g. if you want to compare the connectivity between two conditions-)
Hope this helps
Alfonso
Originally posted by David White:
To look at the correlation between functional connectivity and a subject-level variable (e.g. entered as a second-level covariate named "mycovariate") simply select 'AllSubjects' and 'mycovariate' in the between-subject effects list and enter a between-subjects contrast [0 1] (in the conditions and sources list simply select your condition -e.g. rest- and seed -e.g. atlas.Hippocampus.l-, respectively, and leave the default 1 contrasts there).
In general CONN second-level model definitions work somewhat similarly to SPM's model specification. In the between-subjects effects list you have a list of all possible between-subjects effects and you select there which ones you want to include into your second-level model (in our case we are choosing 'AllSubjects' -a constant term- and 'mycovariate' -your covariate effect- so your second-level model defines a simple regression equation). Then in the between-subjects contrast field you enter which particular contrast (across the selected subject effects) you want to evaluate (in our case we are choosing [0 1] to evaluate the effect of the regression with "mycovariate" term). Last, in the conditions and sources list you simply select the desired conditions and sources that you would want to evaluate (and if you select multiple conditions and/or multiple seeds you can also specify your desired between-conditions and/or between-sources contrasts there and these will be always treated as within-subject effects -e.g. if you want to compare the connectivity between two conditions-)
Hope this helps
Alfonso
Originally posted by David White:
At the 2nd-level, I have a "Subject effect"
(entered as a 2nd-level covariate) that I would like to Correlate
with functional connectivity of a "Seed/Source"
(atlas.Hippocampus.l")
How do I specify my model. Given my experience in SPM I would expect to place a 1 for subject effects a 0 for condition and a 1 for Seeds/Sources; however, this does not run (it actually crashes Matlab). When I Display a 1 1 1 analysis in SPM I only see one column in my design matrix.
How do I run a basic correlation/regression with a covariate at the 2nd level in Conn?
How do I specify my model. Given my experience in SPM I would expect to place a 1 for subject effects a 0 for condition and a 1 for Seeds/Sources; however, this does not run (it actually crashes Matlab). When I Display a 1 1 1 analysis in SPM I only see one column in my design matrix.
How do I run a basic correlation/regression with a covariate at the 2nd level in Conn?
Threaded View
| Title | Author | Date |
|---|---|---|
| David White | Nov 24, 2015 | |
| Alfonso Nieto-Castanon | Nov 25, 2015 | |
