Table 2:
Simulation results using the CF-OLS method for correlated putative mediators in scenarios (A7)–(A12). N refers to the sample size. CP refers to coverage probability based on 200 replications. Width refers to half the width of the 95% confidence interval. SE refers to the average asymptotic standard error. SD refers to the empirical standard deviation of replicated estimations. MSE refers to mean squared error. TP refers to the average true positive rate. FP refers to the average false positive rate. The true value of is shown in parentheses.
| Correlation Structure 1 |
Correlation Structure 2 |
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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Scenario | N | CP | Width | SE | Bias | SD | MSE | TP | FP | CP | Width | SE | Bias | SD | MSE | TP | FP |
| () | % | (×10−2) | (×10−2) | (×10−2) | (×10−2) | (×10−2) | % | % | % | (×10−2) | (×10−2) | (×10−2) | (×10−2) | (×10−2) | % | % | |
| A7 (0) | 750 | 91.5 | 5.082 | 2.593 | 1.317 | 2.738 | 0.092 | \ | 1.3 | 91.5 | 4.942 | 2.522 | 1.313 | 2.697 | 0.090 | \ | 1.4 |
| 1500 | 93.0 | 3.489 | 1.780 | 0.876 | 1.946 | 0.045 | \ | 1.2 | 93.5 | 3.550 | 1.811 | 0.720 | 1.911 | 0.042 | \ | 1.3 | |
| 3000 | 95.0 | 2.497 | 1.274 | 0.281 | 1.336 | 0.019 | \ | 1.2 | 98.0 | 2.494 | 1.272 | 0.177 | 1.146 | 0.013 | \ | 1.3 | |
| A8 (0.128) | 750 | 95.0 | 5.667 | 2.891 | 0.455 | 2.732 | 0.076 | 100.0 | 0.0 | 93.0 | 5.162 | 2.634 | 0.037 | 2.811 | 0.079 | 100.0 | 0.0 |
| 1500 | 93.5 | 3.992 | 2.037 | −0.163 | 2.165 | 0.047 | 100.0 | 0.0 | 94.5 | 3.666 | 1.870 | −0.251 | 1.830 | 0.034 | 100.0 | 0.0 | |
| 3000 | 94.5 | 2.830 | 1.444 | −0.059 | 1.484 | 0.022 | 100.0 | 0.0 | 94.5 | 2.600 | 1.327 | −0.250 | 1.299 | 0.017 | 100.0 | 0.0 | |
| A9 (0.645) | 750 | 96.0 | 4.074 | 2.079 | −0.090 | 1.957 | 0.038 | 83.5 | 0.3 | 95.0 | 4.218 | 2.152 | −0.164 | 2.100 | 0.044 | 79.0 | 0.5 |
| 1500 | 96.0 | 2.878 | 1.469 | −0.147 | 1.445 | 0.021 | 86.0 | 1.6 | 95.5 | 2.991 | 1.526 | −0.028 | 1.498 | 0.022 | 79.2 | 3.6 | |
| 3000 | 93.0 | 2.049 | 1.045 | −0.404 | 1.075 | 0.013 | 86.9 | 0.3 | 95.0 | 2.120 | 1.082 | −0.221 | 1.122 | 0.013 | 73.5 | 2.2 | |
| A10 (0.315) | 750 | 95.0 | 5.439 | 2.775 | 0.089 | 2.960 | 0.087 | 86.4 | 2.9 | 93.5 | 5.462 | 2.787 | 0.304 | 2.849 | 0.082 | 83.5 | 2.6 |
| 1500 | 95.0 | 3.869 | 1.974 | −0.196 | 1.886 | 0.036 | 94.5 | 4.9 | 93.5 | 3.871 | 1.975 | 0.507 | 1.995 | 0.042 | 67.0 | 4.8 | |
| 3000 | 93.5 | 2.749 | 1.403 | −0.087 | 1.462 | 0.021 | 95.0 | 4.3 | 95.5 | 2.742 | 1.399 | 0.205 | 1.316 | 0.018 | 62.4 | 3.3 | |
| A11 (0.015) | 750 | 92.5 | 2.015 | 1.028 | 0.579 | 1.131 | 0.016 | 96.4 | 1.6 | 95.0 | 1.784 | 0.910 | 0.459 | 0.887 | 0.010 | 94.3 | 1.2 |
| 1500 | 94.5 | 1.428 | 0.729 | 0.334 | 0.764 | 0.007 | 96.8 | 1.4 | 95.0 | 1.278 | 0.652 | 0.314 | 0.706 | 0.006 | 94.5 | 0.3 | |
| 3000 | 94.5 | 0.996 | 0.508 | 0.193 | 0.500 | 0.003 | 98.4 | 0.9 | 95.0 | 0.908 | 0.463 | 0.218 | 0.441 | 0.002 | 95.0 | 0.1 | |
| A12 (0.003) | 750 | 95.5 | 1.057 | 0.539 | 0.533 | 0.613 | 0.007 | 73.4 | 3.0 | 93.5 | 1.167 | 0.596 | 0.542 | 0.576 | 0.006 | 65.2 | 2.7 |
| 1500 | 93.0 | 0.690 | 0.352 | 0.301 | 0.374 | 0.002 | 99.7 | 5.4 | 93.5 | 0.746 | 0.381 | 0.258 | 0.380 | 0.002 | 67.5 | 4.4 | |
| 3000 | 97.5 | 0.464 | 0.237 | 0.140 | 0.247 | 0.001 | 98.6 | 5.1 | 96.5 | 0.492 | 0.251 | 0.080 | 0.261 | 0.001 | 60.2 | 3.4 | |