Table 2. Benchmark measures quantifying the goodness of fit in the UK.
Model | E × 10−12 | D | S | C | corr | parameters |
---|---|---|---|---|---|---|
Gravity | 0.494 | 0.456 | 0.448 | 0.456 | 0.543 | α = 0.65, β = 0.65, γ = −1.46 |
Radiation | 1.622 | 0.624 | 0.632 | 0.344 | 0.656 | |
Hierarchy | 0.464 | 0.233 | 0.437 | 0.231 | 0.768 | q = 0.139 |
Hierarchy-Admin | 0.679 | 0.503 | 0.527 | 0.458 | 0.540 | q = 0.2 (imposed) |
The Dice (D), Sorensen (S), Cosine (C) and deviance (E) are four different measures of the distance between the actual and modeled networks. The correlation corr measures a similarity between a model and the data. The parameters of the gravity and hierarchy models were chosen to minimize the value of E.