Table 2. Expected values of the posterior model probabilities of the snapshot hybrid, snapshot naïve, and traditional fixed-effect meta-analysis (FE).
Snapshot Hybrid | Snapshot Naïve | FE | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
N | ρS = 0 | ρS = 0.1 | ρS = 0.3 | ρS = 0.5 | ρS = 0 | ρS = 0.1 | ρS = 0.3 | ρS = 0.5 | ||
ρ = 0 | 31 | 0.466 | 0.36 | 0.151 | 0.023 | 0.177 | 0.336 | 0.411 | 0.076 | 0.215 |
55 | 0.535 | 0.375 | 0.089 | 0.002 | 0.212 | 0.479 | 0.304 | 0.005 | 0.16 | |
96 | 0.601 | 0.368 | 0.03 | 0 | 0.241 | 0.648 | 0.112 | 0 | 0.12 | |
300 | 0.757 | 0.243 | 0 | 0 | 0.338 | 0.662 | 0 | 0 | 0.068 | |
1,000 | 0.948 | 0.052 | 0 | 0 | 0.758 | 0.242 | 0 | 0 | 0.037 | |
ρ = 0.1 | 31 | 0.36 | 0.351 | 0.231 | 0.057 | 0.11 | 0.258 | 0.485 | 0.147 | 0.268 |
55 | 0.375 | 0.403 | 0.211 | 0.011 | 0.111 | 0.367 | 0.501 | 0.021 | 0.215 | |
96 | 0.368 | 0.481 | 0.15 | 0 | 0.101 | 0.552 | 0.347 | 0 | 0.177 | |
300 | 0.243 | 0.745 | 0.012 | 0 | 0.04 | 0.94 | 0.02 | 0 | 0.127 | |
1,000 | 0.052 | 0.948 | 0 | 0 | 0.007 | 0.993 | 0 | 0 | 0.103 | |
ρ = 0.3 | 31 | 0.151 | 0.231 | 0.367 | 0.25 | 0.027 | 0.099 | 0.456 | 0.417 | 0.381 |
55 | 0.089 | 0.211 | 0.523 | 0.178 | 0.012 | 0.089 | 0.663 | 0.236 | 0.337 | |
96 | 0.03 | 0.15 | 0.738 | 0.082 | 0.003 | 0.066 | 0.842 | 0.089 | 0.312 | |
300 | 0 | 0.012 | 0.985 | 0.003 | 0 | 0.008 | 0.989 | 0.003 | 0.3 | |
1,000 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0.3 | |
ρ = 0.5 | 31 | 0.023 | 0.058 | 0.25 | 0.669 | 0.002 | 0.014 | 0.188 | 0.796 | 0.516 |
55 | 0.002 | 0.011 | 0.178 | 0.808 | 0 | 0.002 | 0.146 | 0.851 | 0.499 | |
96 | 0 | 0 | 0.082 | 0.918 | 0 | 0 | 0.075 | 0.925 | 0.498 | |
300 | 0 | 0 | 0.003 | 0.997 | 0 | 0 | 0.003 | 0.997 | 0.499 | |
1,000 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0.5 |
ρ denotes the effect size in the population, N is the sample size in the original study and replication, and ρS refers to the snapshots of effect size.