774 subjects had a valid SSAGA_Alc_Hvy_Frq_Drk measure.
Multivariate prediction (GLM-based, automatic feature selection, leave-one-family-out prediction)
Original data space: r=0.12 CoD=-0.09 Deconfounded space: r=0.06 CoD=-0.08
Scatterplot shows predicted-SSAGA_Alc_Hvy_Frq_Drk vs measured-SSAGA_Alc_Hvy_Frq_Drk (in original and deconfounded data space).
Univariate regression (regressing each netmat element independently against SSAGA_Alc_Hvy_Frq_Drk, correcting for multiple comparisons across elements, using PALM permutation testing, taking into account family structure).
Number of significantly correlated edges at p<0.05 (two-tailed, FWE corrected) = 0 (minimum corrected p = 0.4106)
Number of significantly correlated edges at p<0.05 (two-tailed, uncorrected) = 3066 (2243 expected by chance)
Image shows edges (node-pairs) whose connection most strongly correlates with SSAGA_Alc_Hvy_Frq_Drk (in decreasing order), with t-statistic listed at the top of each node-pair.
