Review Article
Generalized Estimating Equations in Longitudinal Data Analysis: A Review and Recent Developments
Table 4
Simulation for longitudinal data with AR-1 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 | 91 | 166 | 743 | 66 | 170 | 764 | RJ | 712 | 142 | 146 | 925 | 12 | 63 | RJ1 | 0 | 478 | 522 | 7 | 505 | 488 | RJ2 | 0 | 466 | 534 | 20 | 499 | 481 | SC | 0 | 480 | 520 | 220 | 350 | 430 | GP | 0 | 543 | 457 | 303 | 332 | 365 | 100 | QIC | 25 | 116 | 859 | 7 | 122 | 871 | RJ | 770 | 95 | 135 | 972 | 4 | 24 | RJ1 | 0 | 475 | 525 | 1 | 569 | 430 | RJ2 | 0 | 481 | 519 | 5 | 571 | 424 | SC | 0 | 491 | 509 | 237 | 371 | 392 | GP | 0 | 540 | 460 | 290 | 353 | 357 |
| 8 | 50 | QIC | 50 | 88 | 862 | 44 | 77 | 879 | RJ | 646 | 148 | 206 | 934 | 5 | 61 | RJ1 | 0 | 445 | 555 | 0 | 535 | 465 | RJ2 | 0 | 443 | 557 | 10 | 535 | 455 | SC | 0 | 467 | 533 | 168 | 397 | 435 | GP | 0 | 549 | 451 | 269 | 406 | 325 | 100 | QIC | 16 | 39 | 945 | 7 | 33 | 960 | RJ | 648 | 154 | 198 | 972 | 0 | 28 | RJ1 | 0 | 455 | 545 | 1 | 603 | 396 | RJ2 | 0 | 455 | 545 | 1 | 609 | 390 | SC | 0 | 480 | 520 | 177 | 458 | 365 | GP | 0 | 532 | 468 | 247 | 457 | 296 |
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