Table 4.
Odds ratios and 95% confidence/credible intervals for the four placebo comparisons and two select active intervention comparisons in the second illustrative example
| Model | Trt1 vs Placebo | Trt2 vs Placebo | Trt3 vs Placebo | Trt4 vs Placebo | Trt2 vs Trt1 | Trt4 vs Trt2 |
|---|---|---|---|---|---|---|
|
Random-effects pair wise meta-analysis | ||||||
|
DerSimonian-Laird |
1.94(1.67-2.24) |
2.11(1.42-3.13) |
1.78(1.60-1.97) |
2.86(2.21-3.71) |
1.90 (1.17-3.09) |
-- |
|
Hartung-Makimbi |
1.94(1.68-2.23) |
2.09(1.42-3.09) |
1.77(1.57-2.00) |
2.86(2.21-3.70) |
1.91 (1.16-3.13) |
-- |
|
Bayesian (non-informative) |
1.98(1.70-2.31) |
2.38(1.30-5.82) |
1.80(1.61-2.02) |
2.89(2.08-4.06) |
1.97 (0.66-8.88) |
-- |
|
Bayesian (frequentist informed) |
1.97(1.71-2.28) |
2.16(1.48-3.68) |
1.80(1.60-2.02) |
2.89(2.23-3.77) |
1.79 (1.17-3.55) |
-- |
|
Bayesian (empirically informed) |
1.97(1.71-2.28) |
2.13(1.47-3.98) |
1.80(1.61-2.03) |
2.89(2.20-3.80) |
1.84 (1.17-3.53) |
-- |
|
Random-effects MTC models |
|
|
|
|
|
|
| Weakly informed variance models |
|
|
|
|
|
|
| Homogeneous variance model |
1.91(1.67-2.19) |
2.59(1.97-3.50) |
1.80(1.57-2.08) |
2.90(2.23-3.79) |
1.36 (1.02-1.84) |
1.11(0.74-1.63) |
| Unrestricted variances |
1.95(1.69-2.28) |
3.05(1.84-5.50) |
1.81(1.62-2.01) |
2.90(2.07-4.07) |
1.56 (0.94-2.75) |
0.94(0.49-1.74) |
| Exchangeable variances* |
1.93(1.67-2.26) |
2.89(1.98-4.43) |
1.78(1.56-1.99) |
2.89(2.17-3.86) |
1.50 (1.03-2.26) |
1.01(0.59-1.58) |
| Consistency variances structure |
1.93(1.66-2.23) |
2.80(1.92-4.69) |
1.80(1.60-2.02) |
2.90(2.18-3.86) |
1.45 (0.99-2.40) |
1.03(0.58-1.66) |
| Moderately informed variance models | ||||||
| Frequentist informed priors |
1.93(1.68-2.22) |
2.80(1.98-4.10) |
1.80(1.60-2.03) |
2.90(2.22-3.78) |
1.46 (1.02-2.11) |
1.05(0.66-1.61) |
| Empirically informed priors | 1.93(1.67-2.23) | 2.84(2.00-4.26) | 1.80(1.61-2.02) | 2.91(2.22-3.81) | 1.48 (1.00-2.20) | 1.02(0.63-1.59) |
Abbreviations: DIC (Deviance information criterion); pD (effective number of model parameters); Trt (Treatment).