Research Article
Homogeneity Test of Many-to-One Risk Differences for Correlated Binary Data under Optimal Algorithms
Table 5
Errors of the global MLEs for
.
| Index | MLE | Scenario 9 | Scenario 10 | Scenario 11 | Scenario 12 | FSA | TSM | GEM | FSA | TSM | GEM | FSA | TSM | GEM | FSA | TSM | GEM |
| | | −0.000013 | −0.000018 | −0.000014 | 0.000008 | 0.000008 | 0.000010 | −0.000043 | −0.000043 | −0.000045 | −0.000006 | −0.000006 | −0.000003 | | −0.000106 | −0.000106 | −0.000103 | 0.000047 | 0.000047 | 0.000048 | −0.000009 | −0.000009 | −0.000009 | 0.000008 | 0.000008 | 0.000010 | | −0.000043 | −0.000050 | −0.000048 | −0.000065 | −0.000066 | −0.000065 | −0.000029 | −0.000029 | −0.000027 | 0.000096 | 0.000096 | 0.000093 | | 0.000018 | 0.000014 | 0.000019 | 0.000004 | 0.000004 | 0.000003 | −0.000010 | −0.000010 | −0.000010 | −0.000052 | −0.000053 | −0.000054 | | 0.000030 | 0.000026 | 0.000032 | −0.000021 | −0.000021 | −0.000021 | −0.000024 | −0.000024 | −0.000024 | −0.000024 | −0.000024 | −0.000022 | | −0.000012 | −0.000016 | −0.000013 | −0.000021 | −0.000021 | −0.000021 | 0.000071 | 0.000071 | 0.000072 | −0.000118 | −0.000118 | −0.000118 | | −0.000106 | −0.000108 | −0.000102 | −0.000036 | −0.000036 | −0.000035 | 0.000077 | 0.000077 | 0.000077 | −0.000019 | −0.000020 | −0.000019 | | −0.000151 | −0.000155 | −0.000151 | −0.000005 | −0.000006 | −0.000005 | 0.000012 | 0.000013 | 0.000014 | −0.000022 | −0.000022 | −0.000024 | | −0.000043 | −0.000044 | −0.000043 | 0.000058 | 0.000057 | 0.000058 | −0.000008 | −0.000008 | −0.000008 | −0.000018 | −0.000018 | −0.000017 | | −0.011963 | −0.011923 | −0.011885 | −0.005189 | −0.005188 | −0.005158 | −0.003624 | −0.003622 | −0.003582 | −0.005150 | −0.005138 | −0.005082 |
| SD of | | 0.002344 | 0.002354 | 0.002357 | 0.001511 | 0.001511 | 0.001517 | 0.001355 | 0.001355 | 0.001358 | 0.002419 | 0.002420 | 0.002428 | | 0.002344 | 0.002345 | 0.002353 | 0.001580 | 0.001580 | 0.001583 | 0.001293 | 0.001293 | 0.001295 | 0.002062 | 0.002063 | 0.002073 | | 0.002272 | 0.002280 | 0.002279 | 0.001578 | 0.001577 | 0.001581 | 0.001281 | 0.001281 | 0.001286 | 0.001737 | 0.001738 | 0.001745 | | 0.002354 | 0.002362 | 0.002362 | 0.001518 | 0.001518 | 0.001520 | 0.001270 | 0.001270 | 0.001274 | 0.001612 | 0.001612 | 0.001616 | | 0.002344 | 0.002350 | 0.002350 | 0.001462 | 0.001463 | 0.001464 | 0.001259 | 0.001259 | 0.001260 | 0.001488 | 0.001488 | 0.001491 | | 0.002288 | 0.002290 | 0.002298 | 0.001512 | 0.001513 | 0.001514 | 0.001284 | 0.001284 | 0.001286 | 0.001457 | 0.001457 | 0.001461 | | 0.002308 | 0.002314 | 0.002320 | 0.001513 | 0.001513 | 0.001517 | 0.001263 | 0.001263 | 0.001265 | 0.001340 | 0.001340 | 0.001343 | | 0.002247 | 0.002250 | 0.002257 | 0.001497 | 0.001497 | 0.001498 | 0.001232 | 0.001232 | 0.001234 | 0.001237 | 0.001238 | 0.001241 | | 0.002415 | 0.002416 | 0.002425 | 0.001568 | 0.001568 | 0.001569 | 0.001268 | 0.001268 | 0.001275 | 0.001206 | 0.001206 | 0.001208 | | 0.003264 | 0.003638 | 0.003896 | 0.001559 | 0.001575 | 0.001710 | 0.001313 | 0.001336 | 0.001572 | 0.001655 | 0.001766 | 0.002223 |
| MSE | | 0.005327 | 0.005329 | 0.005327 | 0.002327 | 0.002327 | 0.002327 | 0.001618 | 0.001618 | 0.001618 | 0.005370 | 0.005370 | 0.005370 | | 0.005365 | 0.005366 | 0.005365 | 0.002358 | 0.002358 | 0.002358 | 0.001603 | 0.001603 | 0.001603 | 0.004034 | 0.004034 | 0.004034 | | 0.005405 | 0.005407 | 0.005405 | 0.002322 | 0.002323 | 0.002322 | 0.001613 | 0.001613 | 0.001613 | 0.003205 | 0.003205 | 0.003205 | | 0.005332 | 0.005333 | 0.005332 | 0.002312 | 0.002312 | 0.002312 | 0.001622 | 0.001622 | 0.001621 | 0.002705 | 0.002705 | 0.002705 | | 0.005393 | 0.005394 | 0.005393 | 0.002307 | 0.002308 | 0.002307 | 0.001618 | 0.001618 | 0.001618 | 0.002325 | 0.002325 | 0.002325 | | 0.005393 | 0.005394 | 0.005393 | 0.002339 | 0.002339 | 0.002339 | 0.001609 | 0.001609 | 0.001609 | 0.002015 | 0.002015 | 0.002015 | | 0.005344 | 0.005345 | 0.005344 | 0.002314 | 0.002315 | 0.002314 | 0.001618 | 0.001618 | 0.001618 | 0.001811 | 0.001811 | 0.001811 | | 0.005370 | 0.005371 | 0.005370 | 0.002325 | 0.002326 | 0.002325 | 0.001599 | 0.001599 | 0.001599 | 0.001627 | 0.001627 | 0.001627 | | 0.005375 | 0.005376 | 0.005375 | 0.002324 | 0.002324 | 0.002324 | 0.001623 | 0.001623 | 0.001623 | 0.001471 | 0.001471 | 0.001471 | | 0.003322 | 0.003322 | 0.003321 | 0.001355 | 0.001355 | 0.001355 | 0.000949 | 0.000949 | 0.000949 | 0.001367 | 0.001367 | 0.001367 |
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