Table 2.
Comparison of methods in terms of estimate, standard error of the estimate and power for GEI, under a simulation study of non-linear GEI. [IPD: individual patient data; UIVW: univariate inverse- variance weighted estimator; MIVW: multivariate inverse-variance weighted estimator; MR: Meta-regression; AWE: adaptively weighted estimator combining UIVW and MR; TS: two-stage approach.]
Methods | Estimate | SEa | Power |
---|---|---|---|
IPD | 0.21 | 0.045 | 0.98 |
UIVW | 0.18 | 0.070 | 0.69 |
MIVW | 0.21 | 0.045 | 0.98 |
MR | 0.23 | 0.060 | 0.82 |
AWE | 0.21 | 0.045 | 0.98 |
TS | 0.85 |
SE: standard error.