Table 3. Log-evidence of the four models for noisy data.
Model | log |
Lotka-Volterra | −23.4 |
Repressilator | −41.8 |
Schnakenberg | −44.8 |
Goodwin | −165.6 |
The log-evidence computed by nested sampling for each model using the 25 noisy data points shown as diamonds in Figure 4. Using the interpretation given by Kass and Raftery [54] the data provide very strong evidence for the Lotka-Volterra model (12) and against the Goodwin model (13) compared with the other models. The repressilator (11) has positive evidence for it over the Schnakenberg model (14).