Table 1.
RMSE on estimates of Ψ and Ω sampling the prior and PODS with varying β
| β | 18 taxon-pairs US
Ψ |
18 taxon-pairs US
Ω |
18 taxon-pairs UU
Ψ |
18 taxon-pairs UU
Ω |
4 taxon-pairs US
Ψ |
4 taxon-pairs US
Ω |
3 taxon-pairs US
Ψ |
3 taxon-pairs US
Ω |
|---|---|---|---|---|---|---|---|---|
| 0 | 4.443 | 0.0314 | 5.0695 | 0.064 | 0.866 | 0.1347 | 0.7874 | 0.0895 |
| 0.01 | 4.4531 | 0.0273 | 5.2278 | 0.0761 | 0.911 | 0.102 | 0.8062 | 0.0959 |
| 0.05 | 1.5264 | 0.0276 | 1.8055 | 0.0507 | 0.911 | 0.146 | 0.8 | 0.1048 |
| 0.1 | 0.6164 | 0.0298 | 0.8646 | 0.0392 | 0.9747 | 0.1317 | 0.7681 | 0.0909 |
Mean RMSE in estimation of Ψ and Ω averaged across 100 PODS for each of the three data configurations under varying β values. These experiments were conducted with a uniform prior on Ψ, sorted summary statistics vectors, and 3 × 106 samples from the prior distribution