Calculates the individual contribution to group network data for each subject in each group using a "add-one-patient" approach. The residuals of a single patient are added to those of a control group, and a correlation matrix is created. This is compared to the original correlation matrix using the Mantel test.
1 |
resids |
Data table of model residuals |
index |
Integer; the row number (in the residuals data table) of the subject to be added |
corr.mat |
Correlation matrix of the control group |
level |
Character string; the level at which you want to calculate contributions (either global or regional) |
A data.table
with columns for
Study.ID |
Subject identifier |
Group |
Group membership |
IC |
The value of the individual contribution |
Christopher G. Watson, cgwatson@bu.edu
Saggar M., Hosseini S.M.H., Buno J.L., Quintin E., Raman M.M., Kesler S.R., Reiss A.L. (2015) Estimating individual contributions from group-based structural correlations networks. NeuroImage, 120:274-284. doi:10.1016/j.neuroimage.2015.07.006
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