Table 2 Summary of the adjustment of mixed effects models, including random effects for country, to observed hip fracture incidence rates.
Random effects | Model 1 | Model 2 | Model 3 | |||
|---|---|---|---|---|---|---|
Women | Men | Women | Men | Women | Men | |
SDintercept | 0.348 | 0.454 | 0.348 | 0.457 | 0.346 | 0.457 |
SDyear(linear) | — | — | 0.060 | 0.077 | 0.060 | 0.077 |
SDyear(quadratic) | — | — | — | — | 0.014 | 0.000 |
SDresidual | 0.176 | 0.189 | 0.173 | 0.185 | 0.173 | 0.185 |
p-value (LR test, each model vs. the previous) | — | — | <0.001 | <0.001 | 0.860 | >0.999 |
Proportion (%) of variability explained compared to the fixed effects only model | 47.6 | 56.6 | 48.6 | 57.4 | 48.5 | 57.4 |
Bayesian Information Criterion (BIC) | −506.3618 | −352.0886 | −517.2905 | −364.5618 | −497.2848 | −343.7998 |
Correlation between predicted and observed values | 0.9935 | 0.9906 | 0.9938 | 0.9910 | 0.9938 | 0.9910 |
Relative Squared Error (RSE) | 1.281 | 1.864 | 1.230 | 1.778 | 1.232 | 1.778 |
Relative Absolute Error (RAE) | 9.997 | 12.193 | 9.784 | 11.935 | 9.781 | 11.935 |