815 subjects had a valid FamHist_Fath_DrgAlc measure.
Multivariate prediction (GLM-based, automatic feature selection, leave-one-family-out prediction)
Original data space: r=0.21 CoD=0.00 Deconfounded space: r=0.19 CoD=0.01
Scatterplot shows predicted-FamHist_Fath_DrgAlc vs measured-FamHist_Fath_DrgAlc (in original and deconfounded data space).
Univariate regression (regressing each netmat element independently against FamHist_Fath_DrgAlc, 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 = 0.0108)
Number of significantly correlated edges at p<0.05 (two-tailed, uncorrected) = 94 (62 expected by chance)
Image shows edges (node-pairs) whose connection most strongly correlates with FamHist_Fath_DrgAlc (in decreasing order), with t-statistic listed at the top of each node-pair.
