Review Article
Generalized Estimating Equations in Longitudinal Data Analysis: A Review and Recent Developments
Table 3
Simulation for longitudinal data with exchangeable correlation matrix with
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| | | Criterion | Selection frequencies of “working” correlation structure | IND | EXCH | AR-1 | IND | EXCH | AR-1 | Normal | Binary |
| 4 | 50 | QIC | 106 | 699 | 195 | 53 | 758 | 189 | RJ | 419 | 139 | 442 | 869 | 5 | 126 | RJ1 | 0 | 963 | 37 | 12 | 898 | 90 | RJ2 | 0 | 959 | 41 | 22 | 876 | 102 | SC | 0 | 593 | 407 | 282 | 650 | 68 | GP | 1 | 593 | 406 | 412 | 524 | 64 | 100 | QIC | 31 | 879 | 90 | 7 | 867 | 126 | RJ | 350 | 88 | 562 | 911 | 2 | 87 | RJ1 | 0 | 995 | 5 | 2 | 946 | 52 | RJ2 | 0 | 996 | 4 | 10 | 933 | 57 | SC | 0 | 598 | 402 | 339 | 635 | 26 | GP | 0 | 501 | 499 | 445 | 531 | 24 |
| 8 | 50 | QIC | 80 | 828 | 92 | 50 | 876 | 74 | RJ | 10 | 395 | 595 | 813 | 6 | 181 | RJ1 | 0 | 1000 | 0 | 0 | 987 | 13 | RJ2 | 0 | 1000 | 0 | 0 | 966 | 25 | SC | 0 | 488 | 513 | 302 | 696 | 2 | GP | 0 | 511 | 489 | 497 | 500 | 3 | 100 | QIC | 17 | 953 | 30 | 8 | 973 | 19 | RJ | 0 | 408 | 592 | 861 | 0 | 139 | RJ1 | 0 | 1000 | 0 | 0 | 997 | 3 | RJ2 | 0 | 1000 | 0 | 0 | 993 | 7 | SC | 0 | 470 | 530 | 328 | 672 | 0 | GP | 0 | 526 | 474 | 486 | 514 | 0 |
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