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Table 2 Model assessment for alternative models

From: Robustness of zero-augmented models over generalized linear models in analysing fertility data in Nigeria

Model selection criteriaFitted models
PoissonNBZIPZINBHPHNB
North Central
 DF252650515051
 Loglikelihood− 7421.56− 7306.18− 7253.18− 7224.78− 7249.53− 7216.54
 AIC14,893.1114,664.3614,606.3714,551.5614,599.0714,535.08
 BIC15,048.3014,825.7614,916.7514,865.1314,909.4514,851.67
North East
 DF192038393839
 Loglikelihood− 14,780.34− 12607.10− 12802.35− 12243.64− 12805.15− 12261.91
 AIC29,598.6725,254.2125,680.7024,565.2825,686.3024,601.82
 BIC29,726.8225,389.1025,936.9924,828.3325,942.6024,828.33
North West
 DF252650485051
 Loglikelihood− 24,795.29− 22,881.19− 23,568.25− 22,679.93− 23,561.91− 22,659.60
 AIC49,640.5945,814.3947,236.5045,455.8547,223.8345,421.19
 BIC49,814.3445,995.0947,583.9945,789.4547,571.3245,775.64
South East
 DF202140414041
 Loglikelihood− 8369.57− 7439.37− 6887.56− 6848.18− 6881.34− 6842.69
 AIC16,779.1314,920.7313,855.1313,778.3513,842.6813,767.37
 BIC16,905.6915,053.6214,108.2514,037.8014,095.8014,026.82
South South
 DF202140414041
 Loglikelihood− 9129.94− 8375.15− 8099.40− 8028.25− 8099.58− 8031.54
 AIC18,299.8816,792.3016,278.7916,138.5016,279.1516,145.07
 BIC18,432.9216,932.0016,544.8816,411.2316,545.2316417.80
South West
 DF202140414041
 Loglikelihood− 11,155.07− 10,890.47− 10,162.28− 10,158.6− 10,188.28− 10,187.45
 AIC22350.1421,822.9520,404.5620,399.2020,456.5620,456.89
 BIC22,482.7421,962.1820,669.7520,671.0320,721.7620,722.39