From: Inferring network properties based on the epidemic prevalence
\( \rho \left (\mathcal {D}_{p}(y_{0}),\mathcal {D}_{G}(\text {metric})\right) \) | \( \mathcal {D}_{G}(E[D]) \) | \( \mathcal {D}_{G}(E[D^{2}]) \) | \( \mathcal {D}_{G}(\lambda _{1}) \) | \( \mathcal {D}_{G}(E[H]) \) | \( \mathcal {D}_{G}\left (E\left [\frac {1}{H}\right ]\right) \) |
---|---|---|---|---|---|
ER graphs, \( \mathcal {D}_{p}(y_{0}=0.2) \) | 0.941 | 0.856 | 0.940 | 0.953 | 0.939 |
WS graphs, \( \mathcal {D}_{p}(y_{0}=0.2) \) | 0.877 | 0.826 | 0.921 | 0.952 | 0.958 |
BA graphs, \( \mathcal {D}_{p}(y_{0}=0.2) \) | 0.940 | 0.838 | 0.871 | 0.952 | 0.945 |
SF graphs, \( \mathcal {D}_{p}(y_{0}=0.2) \) | 0.944 | 0.612 | 0.561 | 0.861 | 0.823 |
ER graphs, \( \mathcal {D}_{p}(y_{0}=1.0) \) | 0.947 | 0.866 | 0.944 | 0.948 | 0.932 |
WS graphs, \( \mathcal {D}_{p}(y_{0}=1.0) \) | 0.905 | 0.818 | 0.927 | 0.952 | 0.954 |
BA graphs, \( \mathcal {D}_{p}(y_{0}=1.0) \) | 0.945 | 0.856 | 0.908 | 0.954 | 0.948 |
SF graphs, \( \mathcal {D}_{p}(y_{0}=1.0) \) | 0.948 | 0.631 | 0.459 | 0.792 | 0.783 |