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. 2020 Oct 26;8:196299–196325. doi: 10.1109/ACCESS.2020.3034032

TABLE 3. Ranges of Between-Imputation Variances Achieved by the Four Imputation Methods When Using the Increasing and Decreasing Univariate Imputation Order.

Imputation method Increasing order Decreasing Order
missForest 2.3E-04 ± 0 [2.3E-04, 2.5E-04] 2.4E-04 ± 0 [1.7E-04, 2.6E-04]
miceRF 1.5E-02 ± 4E-05 [1.3E-02, 1.5E-02] 1.6E-02 ± 1.E-04 [1.5E-02, 2.1E-02]
micePMM 1.4E-02 ± 3E-05 [1.2E-02, 1.4E-02] 1.4E-02 ± 2E-05 [1.3E-02, 1.5E-02]
distFree 3.0E-01 ± 6.1E-03 [4.7E-02, 4.2E-01] 2.5E-01 ± 1.3E-02 [1.0E-02,5.2E-01]