Variables | Number of claim | Sinister cost Log-normal | Sinister cost Gamma |
Surface area | 0.340*** | 0.579*** | 0.682*** |
| (0.0745) | (0.0518) | (0.0323) |
Wild animals | 0.401*** | 1.645*** | 1.275*** |
| (0.108) | (0.441) | (0.118) |
Wild ducks | 1.425*** | 0.863*** | 1.104*** |
| (0.306) | (0.135) | (0.131) |
Desert Locust | 0.848*** | 1.921*** | 2.255*** |
| (0.199) | (0.175) | (0.177) |
Rainfall deficit | 1.648*** | 0.520** | 0.803*** |
| (0.455) | (0.202) | (0.260) |
Flood | 2.585*** | 1.323*** | 1.268*** |
| (0.366) | (0.388) | (0.239) |
Sanitary risks | 1.872*** | 1.862*** | 3.260*** |
| (0.561) | (0.547) | (0.288) |
Grain-eating birds | 1.094*** | 1.974*** | 1.898*** |
| (0.114) | (0.0993) | (0.0599) |
Constant | −0.872*** | 10.11*** | 9.842*** |
| (0.191) | (0.133) | (0.0829) |
Observations | 491 | 491 | 491 |
Family | Poisson | Log-norm | gamma |
Link | Log | gaussian | log |
Deviance | 1770.61 | 2.911e+14 | 401.51 |
Pearson | 2997.77 | 2.911e+14 | 407.75 |
Loglik | −1471.38 | −7351.83 | −6714.70 |
AIC | 6.02 | 29.97 | 27.38 |
BIC | −1222.27 | 2.91e+14 | −2591.36 |