Imputed datasets with missing criteria | Adolescent mortality rate | Under-five mortality rate | Infant mortality rate | Neonatal mortality rate | Stillbirth rate |
---|---|---|---|---|---|
Root Mean Square Error—RMSE (RMSE value close to zero is desirable) | |||||
 10% | 4.205a | 1.509a | 1.201a | 0.406a | 0.366a |
 20% | 4.082a | 2.323a | 1.500a | 0.485a | 0.300a |
 30% | 13.531a | 2.453a | 1.099a | 0.819a | 0.346a |
 40% | 7.930a | 4.361a | 3.574a | 3.817a | 0.466a |
 50% | 20.691a | 7.944a | 5.204a | 4.489b | 1.577a |
 60% | 13.587a | 15.328b | 13.324c | 4.165b | 3.728b |
 70% | 39.886b | 17.341b | 11.897c | 5.007b | 5.276c |
 80% | 46.129b | 22.143c | 15.310c | 8.586c | 5.697c |
90% | 72.885c | 29.888c | 17.796c | 11.712c | 7.385c |
Mean Absolute Deviation—MAD (MAD value close to zero is desirable) | |||||
 10% | 2.961a | 1.049a | 0.785a | 0.342a | 0.263a |
 20% | 3.006a | 1.538a | 1.053a | 0.395a | 0.228a |
 30% | 5.768a | 1.743a | 0.770a | 0.507a | 0.229a |
 40% | 4.311a | 1.990a | 1.326a | 1.206a | 0.298a |
 50% | 7.231a | 2.653a | 2.041a | 1.559a | 0.499a |
 60% | 6.755a | 6.055a | 4.980b | 1.638a | 1.581a |
70% | 17.243a | 9.157b | 5.511b | 2.285a | 2.526b |
80% | 29.143b | 12.672b | 8.752b | 5.033b | 3.291b |
 90% | 58.671c | 20.224c | 13.267c | 10.131c | 5.217c |
BIAS (BIAS value of zero indicates no bias, a positive value indicates the overestimation and a negative value indicates an underestimation of complete data) | |||||
 10% | 0.248a | 0.149a | 0.003a | − 0.097a | − 0.016a |
 20% | 0.279a | 0.295a | 0.023a | 0.002a | − 0.016a |
 30% | 3.074b | 0.059a | − 0.054a | − 0.026a | − 0.048a |
40% | − 1.358a | 0.254a | 0.439a | − 0.719b | − 0.018a |
 50% | − 4.113b | − 1.228a | 0.216a | − 0.527b | 0.262a |
 60% | − 1.476a | − 2.048a | − 3.492c | − 0.780b | − 0.357b |
 70% | − 1.268a | − 1.408a | − 0.350a | 0.546b | − 1.065c |
 80% | 7.686c | − 2.493a | − 2.081b | − 1.242c | 0.100a |
90% | − 4.823b | − 8.249c | 1.137a | − 0.570b | − 0.203a |
Proportionate Variance—PV (The PV value closer to 1 is desirable) | |||||
 10% | 0.968a | 1.002a | 0.992a | 1.005a | 1.010a |
 20% | 1.005a | 1.056a | 0.984a | 1.014a | 0.995a |
 30% | 0.984a | 1.023a | 0.994a | 1.003a | 0.989a |
 40% | 0.977a | 0.953a | 0.965a | 0.901a | 1.004a |
 50% | 0.886a | 0.928a | 0.955a | 0.864a | 0.978a |
 60% | 0.981a | 0.774a | 0.690b | 0.912a | 0.838a |
 70% | 0.698a | 0.743a | 0.710b | 0.849a | 0.664b |
 80% | 0.613b | 0.565b | 0.514c | 0.495c | 0.590b |
 90% | 0.002c | 0.208c | 0.338c | 0.018c | 0.299c |