818 subjects had a valid Sadness_Unadj measure.
Multivariate prediction (GLM-based, automatic feature selection, leave-one-family-out prediction)
Original data space: r=0.02 CoD=-0.16 Deconfounded space: r=0.04 CoD=-0.05
Scatterplot shows predicted-Sadness_Unadj vs measured-Sadness_Unadj (in original and deconfounded data space).
Univariate regression (regressing each netmat element independently against Sadness_Unadj, 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 = 0.0290)
Number of significantly correlated edges at p<0.05 (two-tailed, uncorrected) = 108 (62 expected by chance)
Image shows edges (node-pairs) whose connection most strongly correlates with Sadness_Unadj (in decreasing order), with t-statistic listed at the top of each node-pair.
