815 subjects had a valid FamHist_Fath_None measure.
Multivariate prediction (GLM-based, automatic feature selection, leave-one-family-out prediction)
Original data space: r=0.12 CoD=-0.06 Deconfounded space: r=0.05 CoD=-0.06
Scatterplot shows predicted-FamHist_Fath_None vs measured-FamHist_Fath_None (in original and deconfounded data space).
Univariate regression (regressing each netmat element independently against FamHist_Fath_None, 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 = 0.2532)
Number of significantly correlated edges at p<0.05 (two-tailed, uncorrected) = 2377 (2243 expected by chance)
Image shows edges (node-pairs) whose connection most strongly correlates with FamHist_Fath_None (in decreasing order), with t-statistic listed at the top of each node-pair.
