Table 1. Model comparison.
Model | Interaction zone | /radians | -value | bits | |||||
Null | None | −7.5 | N/A | N/A | N/A | N/A | N/A | 0 | −69036 |
MF | Global | −7.5 | N/A | N/A | 0.76 | N/A | N/A | −57976 | |
T | K nearest-neighbours | −7.5 | N/A | 5 | 0.77 | N/A | N/A | 0.077 | −58114 |
S1 | Spatial, symmetric | −7.5 | 0.20 | N/A | 1.35 | N/A | N/A | −60035 | |
S2 | Spatial, forward | −7.5 | 0.16 | N/A | 1.37 | N/A | N/A | 0 | −59102 |
S3 | Spatial, symmetric | −7.5 | 0.20 | N/A | 1.72 | 0.23 | N/A | −62297 | |
S4 | Spatial, forward | −7.5 | 0.19 | N/A | 1.69 | 0.52 | N/A | 0 | −62004 |
D1 | Spatial, symmetric | −7.5 | 0.18 | N/A | 1.08 | N/A | 0.87 | 0.097 | −58094 |
D2 | Spatial, forward | −7.5 | 0.19 | N/A | 0.75 | N/A | 0.94 | 0.15 | −58499 |
D3 | Spatial, symmetric | −7.5 | 0.19 | N/A | 0.99 | −3.59 | 0.92 | 0.17 | −57963 |
D4 | Spatial, forward | −7.5 | 0.19 | N/A | 1.08 | 0.32 | 0.92 | −58512 |
The interaction zone structure of each model, along with the (maximum a posteri) inferred values of model parameters, the -value indicating quality-of-fit between experimental results and model simulations and the log marginal likelihood () of the model calculated from the fine scale dynamics (as shown in Figure 3. -values reported as zero are smaller than numerical precision, i.e ). N/A indicates that the model does not include the indicated parameter. The interaction zone indicates whether prawns interact with others in a spatial zone around themselves, which may be oriented either forwards or symmetrically around their centre, or with their nearest-neighbours or globally with all other individuals. Reported parameters are: , the baseline direction-change intensity; , the interaction radius for spatial models; , the number of interacting nearest-neighbours for topological models; and , the strength of interaction with negative and positive prawns respectively; and , the decay factor determining how long interaction effects persist.