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