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. 2018 Oct 31;15(10):e1002687. doi: 10.1371/journal.pmed.1002687

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 q¯a,cbh q¯a,sbh 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; q¯, average estimated mortality probability; R2, coefficient of determination; SBH, summary birth history; SDE, standard deviation of the errors.