. 2022 Mar 9;24(3):386. doi: 10.3390/e24030386

Table A11.

Triple of simulated prediction coverage rates averaged over the five different covariance structures for the linear model and $r = 30 %$ missing rates. The triple covers the sample sizes $(n_{1}; n_{2}; n_{3}) = (100, 500, 1000)$ using a significance level of $α = 0.05$ .

Coverage Rate for the Linear Model with r = 30% Missings
Imputation Method	$P I_{n, e m p Q}$	$P I_{n, R e s V a r}$	$P I_{n, w e i g h t e d}$
missForest	$(0.9454; 0.9624; 0.9684)$	$(0.9570; 0.9636; 0.9700)$	$(0.9468; 0.9482; 0.9506)$
mice_pmm	$(0.9478; 0.9586; 0.9648)$	$(0.9570; 0.9628; 0.9660)$	$(0.9444; 0.9460; 0.9478)$
mice_norm	$(0.9460; 0.9634; 0.9654)$	$(0.9552; 0.9672; 0.9648)$	$(0.9448; 0.9514; 0.9490)$
mice_rf	$(0.9430; 0.9646; 0.9666)$	$(0.9588; 0.9674; 0.9674)$	$(0.9474; 0.9508; 0.9506)$
gbm	$(0.9482; 0.9562; 0.9622)$	$(0.9602; 0.9568; 0.9634)$	$(0.9472; 0.9406; 0.9440)$
xgboost	$(0.9460; 0.9642; 0.9698)$	$(0.9568; 0.9662; 0.9720)$	$(0.9476; 0.9508; 0.9542)$