Research Article
Homogeneity Test of Many-to-One Risk Differences for Correlated Binary Data under Optimal Algorithms
Table 6
Errors of the constrained MLEs for
.
| Index | MLE | Scenario 1 | Scenario 2 | Scenario 3 | Scenario 4 | FSA | TSP | GEM | FSA | TSP | GEM | FSA | TSP | GEM | FSA | TSP | GEM |
| | | 0.000022 | 0.000010 | 0.000010 | 0.000002 | −0.000002 | −0.000002 | −0.000019 | −0.000017 | −0.000017 | −0.000007 | −0.000005 | −0.000005 | | −0.000028 | −0.000089 | −0.000643 | −0.000019 | −0.000001 | −0.000202 | 0.000019 | 0.000018 | −0.001885 | −0.000006 | 0.000012 | 0.000919 | | −0.008981 | 0.024131 | 0.024078 | −0.003995 | 0.025856 | 0.025855 | −0.002805 | 0.028425 | 0.028424 | −0.004202 | 0.015839 | 0.015835 |
| SD of | | 0.001057 | 0.001057 | 0.001040 | 0.000536 | 0.000544 | 0.000540 | 0.000430 | 0.000435 | 0.000433 | 0.000966 | 0.000804 | 0.000804 | | 0.001492 | 0.003136 | 0.080522 | 0.000669 | 0.002452 | 0.078893 | 0.000554 | 0.002788 | 0.082119 | 0.001003 | 0.001908 | 0.081664 | | 0.001628 | 0.035285 | 0.035090 | 0.001006 | 0.033835 | 0.033819 | 0.000770 | 0.036703 | 0.036695 | 0.001087 | 0.022045 | 0.022035 |
| MSE | | 0.005227 | 0.005264 | 0.005264 | 0.002218 | 0.002234 | 0.002234 | 0.001564 | 0.001575 | 0.001575 | 0.005168 | 0.005218 | 0.005218 | | 0.007836 | 0.008837 | 0.010014 | 0.003334 | 0.003391 | 0.007715 | 0.002349 | 0.002349 | 0.007794 | 0.006098 | 0.006143 | 0.009410 | | 0.009606 | 0.010420 | 0.010420 | 0.004217 | 0.005654 | 0.005654 | 0.002923 | 0.004798 | 0.004798 | 0.004424 | 0.004876 | 0.004876 |
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