Review Article
Generalized Estimating Equations in Longitudinal Data Analysis: A Review and Recent Developments
Table 2
Simulation for longitudinal data with independent correlation matrix.
| | | Criterion | Selection frequencies of “working” correlation structure | IND | EXCH | AR-1 | IND | EXCH | AR-1 | Normal | Binary |
| 4 | 50 | QIC | 198 | 393 | 409 | 202 | 374 | 424 | RJ | 327 | 423 | 250 | 312 | 421 | 267 | RJ1 | 388 | 322 | 290 | 399 | 316 | 285 | RJ2 | 384 | 327 | 289 | 388 | 320 | 292 | SC | 488 | 1 | 512 | 351 | 310 | 339 | GP | 547 | 0 | 453 | 368 | 306 | 326 | 100 | QIC | 209 | 377 | 414 | 185 | 407 | 408 | RJ | 338 | 415 | 247 | 340 | 410 | 250 | RJ1 | 389 | 349 | 262 | 381 | 358 | 261 | RJ2 | 389 | 353 | 258 | 372 | 357 | 271 | SC | 482 | 1 | 517 | 352 | 346 | 302 | GP | 520 | 0 | 480 | 360 | 348 | 292 |
| 8 | 50 | QIC | 200 | 411 | 389 | 203 | 363 | 434 | RJ | 282 | 497 | 221 | 292 | 476 | 232 | RJ1 | 402 | 354 | 244 | 386 | 340 | 274 | RJ2 | 402 | 357 | 241 | 373 | 347 | 280 | SC | 465 | 1 | 535 | 351 | 325 | 324 | GP | 558 | 0 | 442 | 382 | 311 | 307 | 100 | QIC | 188 | 393 | 419 | 201 | 398 | 401 | RJ | 321 | 442 | 237 | 287 | 466 | 247 | RJ1 | 347 | 385 | 268 | 385 | 367 | 248 | RJ2 | 347 | 382 | 271 | 377 | 369 | 254 | SC | 492 | 0 | 508 | 355 | 343 | 302 | GP | 541 | 0 | 459 | 370 | 341 | 289 |
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