TABLE 2.
Rosiglitazone example: (a) a summary of FlexB estimates for myocardial infrarction (MI) and cardiovascular death (CVD); (b) comparison of different methods in estimating θ0 and τ2 for MI and CVD.
| MI | CVD | |||||||
|---|---|---|---|---|---|---|---|---|
| Mean | SE | Median | 95% C.I. | Mean | SE | Median | 95% C.I. | |
| θ 0 | 0.247 | 0.147 | 0.241 | (−0.054,0.579) | 0.160 | 0.232 | 0.144 | (−0.342,0.687) |
| τ 2 | 0.058 | 0.075 | 0.033 | (0.001,0.201) | 0.117 | 0.188 | 0.052 | (0.002,0.454) |
| μ 0 | −5.761 | 0.224 | −5.754 | (−6.225,−5.336) | −6.633 | 0.307 | −6.612 | (−7.280,−6.087) |
| σ 2 | 1.008 | 0.325 | 0.957 | (0.454,1.543) | 1.535 | 0.623 | 1.429 | (0.547,2.860) |
| (a) | ||||||||
| θ 0 | τ 2 | ||||||
|---|---|---|---|---|---|---|---|
| MI | p-value | CVD | p-value | MI | CVD | ||
| SA | 0.030 | 0.446 | −0.063 | 0.395 | DSL | 0 | 0 |
| DSL | 0.295 | 0.006 | 0.118 | 0.184 | DSK | 0 | 0 |
| EL | 0.159 | 0.081 | −0.059 | 0.325 | PM | 0 | 0 |
| MH | 0.250 | 0.015 | 0.026 | 0.422 | IPM | 0 | 0 |
| MUE | 0.071 | 0.268 | −0.032 | 0.402 | GLMM | 0 | 0 |
| GLMM | 0.226 | 0.061 | 0.007 | 0.962 | BAYES | 0.042 | 0.024 |
| SGSwgt | 0.248 | 0.016 | 0.036 | 0.391 | FlexB | 0.033 | 0.052 |
| BAYES | 0.175 | * | 0.137 | * | |||
| HTE-Beta | 0.220 | * | 0.297 | * | |||
| FlexB | 0.247 | * | 0.160 | * | |||
| (b) | |||||||