Table 1.
Simulation study of Example 1 with 400 true positives
| Correlation | AR |
Block |
||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| marginal | P0 | PC | PG | PGC | marginal | P0 | PC | PG | PGC | |
| (0.1, 0.1) | – | 10.5(0.9) | 10.4(0.9) | 8.9(1.0) | 8.9(1.0) | – | 7.48(0.93) | 7.39(0.85) | 6.32(0.85) | 6.28(0.85) |
| 198.4(18.8) | 385.6(9.3) | 385.5(8.7) | 388.2(8.8) | 388.3(8.7) | 261.5(18.0) | 391.0(9.0) | 391.2(9.1) | 393.9(9.1) | 393.9(9.1) | |
| 39.3(6.5) | 26.4(10.7) | 25.9(10.4) | 23.7(5.9) | 24.2(5.9) | 51.4(6.4) | 10.6(6.7) | 10.4(6.7) | 11.5(5.7) | 11.1(5.5) | |
| (0.1, 0.9) | – | 9.88(1.92) | 9.78(1.86) | 9.22(1.93) | 9.11(1.82) | – | 7.38(1.37) | 7.37(1.35) | 6.87(1.31) | 6.80(1.25) |
| 194.5(10.4) | 388.0(9.0) | 388.2(8.7) | 390.4(9.4) | 390.1(9.3) | 255.7(11.0) | 391.5(8.0) | 391.5(8.0) | 393.3(7.8) | 393.3(8.1) | |
| 38.5(6.3) | 23.5(9.2) | 23.1(6.7) | 29.6(11.2) | 27.4(10.1) | 50.1(6.9) | 11.0(4.8) | 10.9(5.6) | 14.1(6.3) | 13.9(6.1) | |
| (0.5, 0.1) | – | 8.25(1.10) | 5.98(0.68) | 6.22(0.77) | 5.54(0.66) | – | 5.69(0.55) | 4.70(0.33) | 5.07(0.41) | 4.66(0.33) |
| 353.6(16.6) | 384.2(7.7) | 394.9(7.9) | 393.8(7.4) | 396.9(7.8) | 396.9(12.4) | 391.2(9.6) | 397.2(8.9) | 395.1(9.5) | 397.3(8.8) | |
| 92.5(10.5) | 6.8(3.0) | 12.6(6.0) | 13.6(6.9) | 16.3(7.7) | 95.1(9.6) | 3.3(2.5) | 9.8(4.9) | 9.3(5.8) | 9.3(4.7) | |
| (0.5, 0.9) | – | 8.10(1.67) | 5.86(1.13) | 6.78(1.33) | 5.63(0.98) | – | 5.90(0.97) | 4.79(0.66) | 5.21(0.77) | 4.75(0.64) |
| 353.1(11.8) | 384.8(8.0) | 395.1(7.9) | 391.1(7.6) | 396.0(7.9) | 395.3(9.5) | 390.2(8.0) | 396.9(7.7) | 394.6(8.0) | 397.3(7.7) | |
| 91.8(7.9) | 8.5(4.2) | 13.4(6.6) | 15.3(6.3) | 16.0(7.0) | 96.7(8.8) | 3.2(2.2) | 9.4(5.3) | 9.9(5.6) | 10.7(6.1) | |
| (0.9, 0.1) | – | 38.53(2.16) | 7.88(0.69) | 10.92(1.57) | 7.67(0.61) | – | 50.71(1.99) | 6.51(0.63) | 30.66(2.94) | 6.54(0.62) |
| 398.4(10.1) | 147.0(10.2) | 333.1(10.5) | 308.0(13.4) | 336.9(10.6) | 398.4(10.0) | 99.1(3.0) | 351.4(10.3) | 210.5(14.0) | 350.4(10.1) | |
| 1575.5(161.1) | 96.8(45.8) | 48.8(20.3) | 94.3(15.6) | 51.2(13.4) | 102.5(9.5) | 4.2(14.4) | 36.8(6.0) | 45.5(34.6) | 36.3(5.6) | |
| (0.9, 0.9) | – | 38.13(2.95) | 8.07(0.99) | 11.32(1.37) | 8.00(1.01) | – | 50.17(2.61) | 6.75(1.04) | 30.34(3.23) | 6.78(1.10) |
| 400.4(9.9) | 148.8(10.9) | 332.2(14.2) | 309.5(12.7) | 335.3(15.6) | 400.5(9.9) | 99.1(4.4) | 345.8(11.0) | 205.0(18.0) | 345.0(10.9) | |
| 1571.9(116.4) | 98.2(46.7) | 49.5(19.2) | 90.5(18.1) | 57.5(13.7) | 99.9(10.0) | 6.0(15.6) | 38.2(5.9) | 29.8(17.9) | 35.7(6.1) | |
In each cell, the three rows are model error, number of true positives and number of false positives. The marginal approach does not generate model errors. Mean (standard deviation).