202 subjects had a valid SSAGA_TB_Yrs_Smoked measure.
Multivariate prediction (GLM-based, automatic feature selection, leave-one-family-out prediction)
Original data space: r=0.35 CoD=0.04 Deconfounded space: r=-0.10 CoD=-0.01
Scatterplot shows predicted-SSAGA_TB_Yrs_Smoked vs measured-SSAGA_TB_Yrs_Smoked (in original and deconfounded data space).
Univariate regression (regressing each netmat element independently against SSAGA_TB_Yrs_Smoked, 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 = 0.6978)
Number of significantly correlated edges at p<0.05 (two-tailed, uncorrected) = 2135 (2243 expected by chance)
Image shows edges (node-pairs) whose connection most strongly correlates with SSAGA_TB_Yrs_Smoked (in decreasing order), with t-statistic listed at the top of each node-pair.
