Code is used as followed:
- Applying saCPM to Resting state to get predictive network strength --> applysaCPMtoABCD.m
- Create randomnetwork based on size of saCPM network --> randomnetwork.m
- Shuffling Random Network to test for spatial randomization --> shuffleRandNetowrk.m
- Applying the shuffled random network to get predicitve network strength from random network --> applyRandomNetwork.m
- Cleaning ABCD demographic and behavioral data --> datacleanforBPPCA.R
- Running associations between behavior and exposome measures --> crosssectional-behavioronly_final.R
- Running associations between saCPM and behavior --> crosssectional-imaging.R
- Running associations between saCPM and exposome --> saCPMexposomeRegression.R
- Testing the difference between behavior -only and imaging data --> StatsFromMethods.R
- Running longitudinal associations --> longitudinalAssociations.R
- Seperating resting-state data into networks and getting Network FC --> networkanalysis.m
- Testing associations between Network FC and exposome/behavior --> networkRegression-exposome.R
- Running stasticial mediation models ---> crosssectional-Mediation.R