Table 3.
Performance Characteristics of Individual and Multilevel Models.
|
Full Population |
||
|---|---|---|
| Statistic | Individual Level | + Multilevel Data |
| Number of observations | 59,234(0.02% missing data, n = 15) | 58,040(2% missing data, n = 1194) |
| C-statistic | 0.72 | 0.72 |
| Bootstrap-corrected C-statistic | 0.72 | 0.72 |
| R2 (95% CI) | 0.11 | 0.11 |
| Integrated calibration index (ICI) | 0.01 | 0.01 |
| R2 statistic, represents the model’s predictive ability, the agreement between an individual’s predicted and observed risk of the event; ICI statistic represents the model's weighted difference between observed and predicted probabilities | ||