Table 2. Summary results for the external validation comparisons across 16,527 country-year data pairs for which a CBH and SBH estimate were both available.
We also show a subanalysis by data source, indicating good robustness of results across source type.
Age bin | SBH source | ME | SDE | MRE | MAPE | R2 | R2corr | ||
---|---|---|---|---|---|---|---|---|---|
NN | All | 0.030 | 0.033 | 0.0026 | 0.010 | 1.06 | 17.7% | 0.52 | 0.96 |
Infant | All | 0.061 | 0.064 | 0.0030 | 0.018 | 1.05 | 16.4% | 0.64 | 0.96 |
Under-5 | All | 0.093 | 0.096 | 0.0029 | 0.028 | 1.04 | 16.4% | 0.74 | 0.97 |
NN | MICS | 0.038 | 0.041 | 0.0030 | 0.009 | 1.09 | 17.9% | 0.5 | 0.96 |
Infant | MICS | 0.075 | 0.080 | 0.0047 | 0.019 | 1.05 | 16.1% | 0.67 | 0.97 |
Under-5 | MICS | 0.123 | 0.129 | 0.0055 | 0.029 | 1.05 | 16.3% | 0.79 | 0.98 |
NN | Census | 0.030 | 0.032 | 0.0019 | 0.010 | 1.02 | 18.4% | 0.55 | 0.96 |
Infant | Census | 0.062 | 0.063 | 0.0013 | 0.019 | 1.00 | 17.2% | 0.68 | 0.97 |
Under-5 | Census | 0.097 | 0.096 | −0.0005 | 0.026 | 0.98 | 17.0% | 0.79 | 0.98 |
NN | Other | 0.029 | 0.032 | 0.0029 | 0.010 | 1.07 | 17.5% | 0.48 | 0.96 |
Infant | Other | 0.056 | 0.059 | 0.0034 | 0.017 | 1.07 | 15.8% | 0.57 | 0.95 |
Under-5 | Other | 0.083 | 0.087 | 0.0037 | 0.028 | 1.06 | 16.2% | 0.62 | 0.96 |
Abbreviations: CBH, complete birth history; MAPE, median absolute percentage error; ME, mean error; MICS, Multiple Indicator Cluster Surveys; MRE, median relative error; NN, neonatal; , average estimated mortality probability; R2, coefficient of determination; SBH, summary birth history; SDE, standard deviation of the errors.