818 subjects had a valid Loneliness_Unadj measure.
Multivariate prediction (GLM-based, automatic feature selection, leave-one-family-out prediction)
Original data space: r=-0.05 CoD=-0.15 Deconfounded space: r=0.01 CoD=-0.04
Scatterplot shows predicted-Loneliness_Unadj vs measured-Loneliness_Unadj (in original and deconfounded data space).
Univariate regression (regressing each netmat element independently against Loneliness_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 = 0.0350)
Number of significantly correlated edges at p<0.05 (two-tailed, uncorrected) = 2551 (2243 expected by chance)
Image shows edges (node-pairs) whose connection most strongly correlates with Loneliness_Unadj (in decreasing order), with t-statistic listed at the top of each node-pair.
