817 subjects had a valid NEOFAC_O measure.
Multivariate prediction (GLM-based, automatic feature selection, leave-one-family-out prediction)
Original data space: r=0.16 CoD=-0.09 Deconfounded space: r=0.11 CoD=-0.04
Scatterplot shows predicted-NEOFAC_O vs measured-NEOFAC_O (in original and deconfounded data space).
Univariate regression (regressing each netmat element independently against NEOFAC_O, 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 = 0.3414)
Number of significantly correlated edges at p<0.05 (two-tailed, uncorrected) = 315 (248 expected by chance)
Image shows edges (node-pairs) whose connection most strongly correlates with NEOFAC_O (in decreasing order), with t-statistic listed at the top of each node-pair.
