Table 5.
Concentration of risk among the top three ventiles of couples with highest predicted risk of marital violence in the total samplea
Simulated datab (n= 30,300) |
Observed samplec (n=1,515) |
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Concentration of risk in ventiles predicted to have highest riskd |
Concentration of risk in ventiles predicted to have highest riskd |
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AUC | Top 5% | Top 10% | Top 15% | AUC | Top 5% | Top 10% | Top 15% |
0.70 | 18.6 | 28.43 | 38.0 | 0.75 | 23.7 | 35.2 | 49.4 |
Abbreviations: AUC, area under the receiver operating characteristic curve
Each ventile represents 5% of married couples in the sample ranked in terms of their predicted risk of marital violence
Estimates calculated from 20 replicates of 10-fold cross-validation of the final model
Estimates calculated from the final model
Concentration of risk refers to the percent of all observed occurrences of the outcome in a ventile or ventiles of the predicted risk distribution