#Carolyn McNabb 2021 #[email protected]
In this repository, you will find data, scripts and output files needed to reproduce findings reported in our 2020 paper: Carolyn B. McNabb, Laura G. Burgess, Amy Fancourt, Nancy Mulligan, Lily FitzGibbon, Patricia Riddell, Kou Murayama. No evidence for a relationship between social closeness and similarity in resting-state functional brain connectivity in schoolchildren. Scientific Reports (2020). https://doi.org/10.1038/s41598-020-67718-8
YOU WILL NEED R AND MATLAB TO RUN THE SCRIPTS R version 4.0.1 (2020-06-06) -- "See Things Now" AND MATLAB 2015b should work. PLEASE READ THE COMMENTS IN THE SCRIPTS CAREFULLY - THESE CONTAIN VALUABLE INFORMATION TO HELP YOU SAVE TIME AND GET WHAT YOU WANT OUT OF THE DATA. YOU MAY NEED TO INSTALL SOME LIBRARIES IN R OR LOAD LIBRARIES THAT ARE COMMENTED OUT.
Scripts need to be run in the following order:
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a1_correlations_for_rsfMRI (MATLAB)
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a2_correlations_for_RSNs (MATLAB)
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a3_modules_per_brain (MATLAB)
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s1_CM_socialnetwork_analysis (R)
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s2_comm_similarities (MATLAB)
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s3_SN_fMRI_looped_mutual_ties (R)
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s4_prediction_modelling (MATLAB)
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s5_elastic_find_best_alpha (R)