Table 4. F-ratio of the correlation estimates when correcting with multiple imputation by chained equations and Thorndike’s formulas.
Selection ratio (SR) | |||||||||
---|---|---|---|---|---|---|---|---|---|
.1 | .2 | .3 | .4 | .5 | .6 | .7 | .8 | .9 | |
DRR, artificially dichotomous | 2.23** | 1.23** | 1.03 | 1.00 | 1.14** | 1.27** | 1.66** | 1.95** | 2.25** |
DRR, naturally dichotomous | 3.46** | 2.08** | 2.25** | 2.87** | 4.24** | 5.22** | 6.71** | 9.19** | 10.3** |
IRR, artificially dichotomous | 1.72** | 1.46** | 1.34** | 1.42** | 1.48** | 1.69** | 1.95** | 2.40** | 2.72** |
IRR, naturally dichotomous | 2.41** | 2.68** | 3.62** | 5.02** | 6.76** | 8.29** | 10.4** | 12.4** | 12.3** |
is the estimate of the biserial correlation coefficient, is the estimate point-biserial correlation coefficient, F-ratio is calculated by the mean square error (MSE) of the estimate using Thorndike’s formula divided by the MSE of the estimate using MICE, ** p < .001.