Table 3. Akaike information criterion (AIC) values and other model selection metrics for molecular case series linear models using information theoretic approaches [29].
Model | Parameters (K) | Bias corrected AIC (AICc) | AICc differences (Δ) | Relative likelihood (evidence ratio) | Probability (Akaike weight) |
Host immunity | 6 | 339132.1 | 0.0 | 0.98 | 0.580 |
Resource driven contact | 11 | 339132.7 | 0.6 | 1.0 | 0.420 |
Environmental contamination | 8 | 339218.0 | 85.9 | 4.4×1018 | 0.000 |
Genetic relatedness model | 5 | 339284.7 | 152.6 | 1.4×1033 | 0.000 |
Density dependant | 7 | 339735.4 | 603.3 | 1.0×10131 | 0.000 |
The probability of both the resources and host immunity models is high rather than the other hypothesised mechanisms of transmission. Models are listed in AIC ranked order for each study design.