Table 1.
Data sources for the analysis.
Fig 1.
EMB algorithm calculation process.
Fig 2.
Missing situation of different data types.
Fig 3.
Setting of different data missing patterns.
Table 2.
Imputation effect of DA algorithm under different missing rates.
Table 3.
Imputation effect of EMB algorithm under different missing rates.
Table 4.
Imputation effect of DA algorithm under different missing rates.
Table 5.
Imputation effect of EMB algorithm under different missing rates.
Fig 4.
Probability density distribution of imputed datasets with EMB algorithm under different missing rates.
Fig 5.
Overimputation diagnostics of imputed datasets with EMB algorithm under different missing rates.
Fig 6.
Overimputation diagnostics of imputed datasets with EMB algorithm under different data types.
Fig 7.
Probability density distribution of imputed datasets of EMB algorithm under different missing positions.
Fig 8.
Imputation results of imputed datasets of EMB algorithm under different missing positions.