Fig 1.
Graphical representation of 2X-Cons arc selection.
Image depicts 2X-Cons stepwise thresholding for directed acyclic graph arc inclusion/exclusion.
Table 1.
Untransformed demographic descriptive statistics.
Table 2.
Untransformed outcome descriptive statistics.
Table 3.
Regularized partial correlation network per-node predictability values and connection counts.
Fig 2.
Regularized partial correlation network diagram.
†Attention to the management of that condition. Regularized partial correlation network displaying partial relations between variables. Network generated using the five-level discretized transformed dataset. Red and blue links represent respective negative and positive partial correlations. Strong correlations appear thicker (e.g., depression::anxiety), relative to weaker correlations (e.g., physical activity::alcohol). Outer rings depict single-node predictability (R2). RSQ = Recent Stressors Questionnaire, TICS = Trier Inventory of Chronic Stress, PSS = Perceived Stress Scale, HADS = Hospital Anxiety and Depression Survey, BRCS = Brief Resilient Coping Scale, IRSAD = Index of Relative Socio-Economic Advantage and Disadvantage, LSNS = Lubben Social Network Scale, BMI = Body mass index.
Table 4.
Directed acyclic graph arc statistics.
Fig 3.
Directed acyclic graph diagram.
Note. Cylinder shape = blacklist variables. Colour code: protective factors (green), stress/stressors (gold), mental health (dark blue), demographics (light blue), DRP variables (purple). Edge thickness indicates grand frequency of learned edges, thicker lines = greater grand frequency. RSQ = Recent Stressors Questionnaire, TICS = Trier Inventory of Chronic Stress, BRCS = Brief Resilient Coping Scale, PSS = Perceived Stress Scale, HADS = Hospital Anxiety and Depression Survey, LSNS = Lubben Social Network Scale, IRSAD = Index of Relative Socio-Economic Advantage and Disadvantage, DRP = Dementia Risk Profile.