Review Article
Analysis of Longitudinal and Survival Data: Joint Modeling, Inference Methods, and Issues
Table 1
Analyses of the AIDS data under different models.
| Model | Method | | | | | | |
| Cox model | Two-stage | Estimate | — | 0.315 |
−0.233
| 1.345 | 0.605 | SE | — | 0.208 | 0.113 | 0.154 | — | value | — | 0.129 | 0.040 | <0.001 | — | BSE | — | 0.237 | — | — | — |
| Cox model | Joint model | Estimate | — | 0.648 |
−0.201
| 1.342 | 0.603 | SE | — | 0.234 | 0.135 | 0.162 | — | value | — | 0.006 | 0.137 | <0.001 | — |
| AFT model | Joint model | Estimate | 0.168 |
−0.487
|
−0.237
| 1.341 | 0.604 | SE | 0.260 | 0.289 | 0.125 | 0.156 | — | value | 0.517 | 0.091 | 0.059 | <0.001 | — |
|
|
SE: standard error; BSE: bootstrap standard error. The values are from the Wald tests for testing if the corresponding parameters are zero or not.
|