819 subjects had a valid PicVocab_Unadj measure.
Multivariate prediction (GLM-based, automatic feature selection, leave-one-family-out prediction)
Original data space: r=0.24 CoD=-0.20 Deconfounded space: r=0.18 CoD=0.02
Scatterplot shows predicted-PicVocab_Unadj vs measured-PicVocab_Unadj (in original and deconfounded data space).
Univariate regression (regressing each netmat element independently against PicVocab_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) = 11 (minimum corrected p = 0.0002)
Number of significantly correlated edges at p<0.05 (two-tailed, uncorrected) = 635 (248 expected by chance)
Image shows edges (node-pairs) whose connection most strongly correlates with PicVocab_Unadj (in decreasing order), with t-statistic listed at the top of each node-pair.
