816 subjects had a valid PMAT24_A_SI measure.
Multivariate prediction (GLM-based, automatic feature selection, leave-one-family-out prediction)
Original data space: r=0.30 CoD=0.07 Deconfounded space: r=0.19 CoD=0.01
Scatterplot shows predicted-PMAT24_A_SI vs measured-PMAT24_A_SI (in original and deconfounded data space).
Univariate regression (regressing each netmat element independently against PMAT24_A_SI, 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 = 0.0020)
Number of significantly correlated edges at p<0.05 (two-tailed, uncorrected) = 139 (62 expected by chance)
Image shows edges (node-pairs) whose connection most strongly correlates with PMAT24_A_SI (in decreasing order), with t-statistic listed at the top of each node-pair.
