806 subjects had a valid Times_Used_Any_Tobacco_Today measure.
Multivariate prediction (GLM-based, automatic feature selection, leave-one-family-out prediction)
Original data space: r=0.12 CoD=0.00 Deconfounded space: r=0.09 CoD=0.00
Scatterplot shows predicted-Times_Used_Any_Tobacco_Today vs measured-Times_Used_Any_Tobacco_Today (in original and deconfounded data space).
Univariate regression (regressing each netmat element independently against Times_Used_Any_Tobacco_Today, 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 = 0.1730)
Number of significantly correlated edges at p<0.05 (two-tailed, uncorrected) = 2383 (2243 expected by chance)
Image shows edges (node-pairs) whose connection most strongly correlates with Times_Used_Any_Tobacco_Today (in decreasing order), with t-statistic listed at the top of each node-pair.
