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 .

IndexMLEScenario 9Scenario 10Scenario 11Scenario 12
FSATSMGEMFSATSMGEMFSATSMGEMFSATSMGEM

−0.000013−0.000018−0.0000140.0000080.0000080.000010−0.000043−0.000043−0.000045−0.000006−0.000006−0.000003
−0.000106−0.000106−0.0001030.0000470.0000470.000048−0.000009−0.000009−0.0000090.0000080.0000080.000010
−0.000043−0.000050−0.000048−0.000065−0.000066−0.000065−0.000029−0.000029−0.0000270.0000960.0000960.000093
0.0000180.0000140.0000190.0000040.0000040.000003−0.000010−0.000010−0.000010−0.000052−0.000053−0.000054
0.0000300.0000260.000032−0.000021−0.000021−0.000021−0.000024−0.000024−0.000024−0.000024−0.000024−0.000022
−0.000012−0.000016−0.000013−0.000021−0.000021−0.0000210.0000710.0000710.000072−0.000118−0.000118−0.000118
−0.000106−0.000108−0.000102−0.000036−0.000036−0.0000350.0000770.0000770.000077−0.000019−0.000020−0.000019
−0.000151−0.000155−0.000151−0.000005−0.000006−0.0000050.0000120.0000130.000014−0.000022−0.000022−0.000024
−0.000043−0.000044−0.0000430.0000580.0000570.000058−0.000008−0.000008−0.000008−0.000018−0.000018−0.000017
−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 0.0023440.0023540.0023570.0015110.0015110.0015170.0013550.0013550.0013580.0024190.0024200.002428
0.0023440.0023450.0023530.0015800.0015800.0015830.0012930.0012930.0012950.0020620.0020630.002073
0.0022720.0022800.0022790.0015780.0015770.0015810.0012810.0012810.0012860.0017370.0017380.001745
0.0023540.0023620.0023620.0015180.0015180.0015200.0012700.0012700.0012740.0016120.0016120.001616
0.0023440.0023500.0023500.0014620.0014630.0014640.0012590.0012590.0012600.0014880.0014880.001491
0.0022880.0022900.0022980.0015120.0015130.0015140.0012840.0012840.0012860.0014570.0014570.001461
0.0023080.0023140.0023200.0015130.0015130.0015170.0012630.0012630.0012650.0013400.0013400.001343
0.0022470.0022500.0022570.0014970.0014970.0014980.0012320.0012320.0012340.0012370.0012380.001241
0.0024150.0024160.0024250.0015680.0015680.0015690.0012680.0012680.0012750.0012060.0012060.001208
0.0032640.0036380.0038960.0015590.0015750.0017100.0013130.0013360.0015720.0016550.0017660.002223

MSE0.0053270.0053290.0053270.0023270.0023270.0023270.0016180.0016180.0016180.0053700.0053700.005370
0.0053650.0053660.0053650.0023580.0023580.0023580.0016030.0016030.0016030.0040340.0040340.004034
0.0054050.0054070.0054050.0023220.0023230.0023220.0016130.0016130.0016130.0032050.0032050.003205
0.0053320.0053330.0053320.0023120.0023120.0023120.0016220.0016220.0016210.0027050.0027050.002705
0.0053930.0053940.0053930.0023070.0023080.0023070.0016180.0016180.0016180.0023250.0023250.002325
0.0053930.0053940.0053930.0023390.0023390.0023390.0016090.0016090.0016090.0020150.0020150.002015
0.0053440.0053450.0053440.0023140.0023150.0023140.0016180.0016180.0016180.0018110.0018110.001811
0.0053700.0053710.0053700.0023250.0023260.0023250.0015990.0015990.0015990.0016270.0016270.001627
0.0053750.0053760.0053750.0023240.0023240.0023240.0016230.0016230.0016230.0014710.0014710.001471
0.0033220.0033220.0033210.0013550.0013550.0013550.0009490.0009490.0009490.0013670.0013670.001367