Table 5. Accuracy of the estimate of the base rate of success when correcting via multiple imputation by chained equations (MICE).
Selection ratio (SR) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
.1 | .2 | .3 | .4 | .5 | .6 | .7 | .8 | .9 | ||
DRR, artificially dichotomous | ME | .07 | .01 | <.01 | <.01 | <.01 | <.01 | <.01 | <.01 | <.01 |
RMSE | .157 | .120 | .090 | .066 | .047 | .034 | .022 | .014 | .007 | |
DRR, naturally dichotomous | ME | .07 | .02 | <.01 | <.01 | <.01 | <.01 | <.01 | <.01 | <.01 |
RMSE | .154 | .111 | .081 | .059 | .040 | .028 | .018 | .011 | .005 | |
IRR, artificially dichotomous | ME | .07 | .01 | <.01 | <.01 | <.01 | <.01 | <.01 | <.01 | <.01 |
RMSE | .151 | .113 | .084 | .061 | .045 | .031 | .020 | .012 | .006 | |
IRR, naturally dichotomous | ME | .08 | .02 | <.01 | <.01 | <.01 | <.01 | <.01 | <.01 | <.01 |
RMSE | .142 | .108 | .078 | .054 | .037 | .026 | .016 | .010 | .005 |
DRR is the direct range restriction, IRR is the indirect range restriction, ME is the mean error, and RMSE is the root mean square error.