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Table 6 Hierarchical multiple regression

From: Explainable statistical learning in public health for policy development: the case of real-world suicide data

Source Unstan-dardised coefficients Stan-dardised coefficients F/t p 95%-confidence interval for b Correlations Collinearity statistics
b SE β    Lower limit Upper limit r sr sr 2 Tolerance VIF
Model 1     27.89 < 0.001        
 Constant 1.30 0.13   10.36 < 0.001 1.05 1.55      
 Emergency hospital admissions for intentional self-harm: alla 0.03 0.01 0.40 5.13 < 0.001 0.02 0.04 0.55 0.32 0.10 0.65 1.53
 Children leaving careb 0.26 0.04 0.43 5.69 < 0.001 0.17 0.34 0.41 0.36 0.13 0.68 1.47
 Statutory homelessnessb −0.05 0.02 −0.21 −2.88 .005 −0.09 −0.02 −0.30 −0.18 0.03 0.71 1.41
 Self-reported well-being - low happiness −0.02 0.01 −0.18 −2.44 .016 − 0.03 0.00 0.13 −0.15 0.02 0.74 1.34
     23.61 < 0.001      0.02   
Constant 1.33 0.13   10.63 < 0.001 1.09 1.58      
Emergency hospital admissions for intentional self-harm: alla 0.03 0.01 0.39 5.12 < 0.001 0.02 0.04 0.55 0.32 0.10 0.65 1.53
Children leaving careb 0.24 0.04 0.41 5.49 < 0.001 0.16 0.33 0.41 0.34 0.12 0.67 1.48
Statutory homelessnessb −0.02 0.01 −0.17 −2.44 .016 −0.03 0.00 0.13 −0.15 0.02 0.74 1.34
Self-reported well-being - low happiness −0.04 0.02 −0.18 −2.32 .022 −0.08 −0.01 − 0.30 −0.14 0.02 0.66 1.51
Homelessness by low happiness −0.01 0.01 −0.13 −2.03 .045 −0.03 0.00 −0.28 −0.13 0.02 0.90 1.11
  1. R2 = 0.45. R2adjusted = 0.43
  2. asquare root-transformed
  3. blog-transformed