816 subjects had a valid DDisc_SV_10yr_40K measure.
Multivariate prediction (GLM-based, automatic feature selection, leave-one-family-out prediction)
Original data space: r=0.14 CoD=0.01 Deconfounded space: r=0.11 CoD=0.01
Scatterplot shows predicted-DDisc_SV_10yr_40K vs measured-DDisc_SV_10yr_40K (in original and deconfounded data space).
Univariate regression (regressing each netmat element independently against DDisc_SV_10yr_40K, 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) = 1 (minimum corrected p = 0.0118)
Number of significantly correlated edges at p<0.05 (two-tailed, uncorrected) = 59 (15 expected by chance)
Image shows edges (node-pairs) whose connection most strongly correlates with DDisc_SV_10yr_40K (in decreasing order), with t-statistic listed at the top of each node-pair.
