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] |