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Table 5 Stepwise multiple regression on component scores

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     44.70985 < 0.001      0.23   
 Constant 2.29 0.01   155.42 < 0.001 2.26 2.32      
 Component 2: relatedness dysfunction 0.10 0.01 0.48 6.69 < 0.001 0.07 0.13 0.48 0.48 0.48 1.00 1.00
Model 2     20.74 < 0.001      0.10   
 Constant 2.29 0.01   165.53 < 0.001 2.27 2.32      
 Component 2: relatedness dysfunction 0.09 0.01 0.43 6.32 < 0.001 0.06 0.12 0.48 0.43 0.18 0.98 1.03
 Component 1: behavioural problems and mental illness 0.06 0.01 0.31 4.55 < 0.001 0.04 0.09 0.38 0.31 0.10 0.98 1.03
  1. R2 = 0.33. R2adjusted = 0.32