Model selection criteria | Fitted models | |||||
---|---|---|---|---|---|---|
Poisson | NB | ZIP | ZINB | HP | HNB | |
North Central | ||||||
DF | 25 | 26 | 50 | 51 | 50 | 51 |
Loglikelihood | − 7421.56 | − 7306.18 | − 7253.18 | − 7224.78 | − 7249.53 | − 7216.54 |
AIC | 14,893.11 | 14,664.36 | 14,606.37 | 14,551.56 | 14,599.07 | 14,535.08 |
BIC | 15,048.30 | 14,825.76 | 14,916.75 | 14,865.13 | 14,909.45 | 14,851.67 |
North East | ||||||
DF | 19 | 20 | 38 | 39 | 38 | 39 |
Loglikelihood | − 14,780.34 | − 12607.10 | − 12802.35 | − 12243.64 | − 12805.15 | − 12261.91 |
AIC | 29,598.67 | 25,254.21 | 25,680.70 | 24,565.28 | 25,686.30 | 24,601.82 |
BIC | 29,726.82 | 25,389.10 | 25,936.99 | 24,828.33 | 25,942.60 | 24,828.33 |
North West | ||||||
DF | 25 | 26 | 50 | 48 | 50 | 51 |
Loglikelihood | − 24,795.29 | − 22,881.19 | − 23,568.25 | − 22,679.93 | − 23,561.91 | − 22,659.60 |
AIC | 49,640.59 | 45,814.39 | 47,236.50 | 45,455.85 | 47,223.83 | 45,421.19 |
BIC | 49,814.34 | 45,995.09 | 47,583.99 | 45,789.45 | 47,571.32 | 45,775.64 |
South East | ||||||
DF | 20 | 21 | 40 | 41 | 40 | 41 |
Loglikelihood | − 8369.57 | − 7439.37 | − 6887.56 | − 6848.18 | − 6881.34 | − 6842.69 |
AIC | 16,779.13 | 14,920.73 | 13,855.13 | 13,778.35 | 13,842.68 | 13,767.37 |
BIC | 16,905.69 | 15,053.62 | 14,108.25 | 14,037.80 | 14,095.80 | 14,026.82 |
South South | ||||||
DF | 20 | 21 | 40 | 41 | 40 | 41 |
Loglikelihood | − 9129.94 | − 8375.15 | − 8099.40 | − 8028.25 | − 8099.58 | − 8031.54 |
AIC | 18,299.88 | 16,792.30 | 16,278.79 | 16,138.50 | 16,279.15 | 16,145.07 |
BIC | 18,432.92 | 16,932.00 | 16,544.88 | 16,411.23 | 16,545.23 | 16417.80 |
South West | ||||||
DF | 20 | 21 | 40 | 41 | 40 | 41 |
Loglikelihood | − 11,155.07 | − 10,890.47 | − 10,162.28 | − 10,158.6 | − 10,188.28 | − 10,187.45 |
AIC | 22350.14 | 21,822.95 | 20,404.56 | 20,399.20 | 20,456.56 | 20,456.89 |
BIC | 22,482.74 | 21,962.18 | 20,669.75 | 20,671.03 | 20,721.76 | 20,722.39 |