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. 2022 Aug 4;22:211. doi: 10.1186/s12874-022-01685-8

Table 17.

AIC and BIC of regression models fitted on data generated with ZINB regression model, n = 600

AIC BIC
Dispersion Proportion of Zeros Poisson NB ZIP ZINB Poisson NB ZIP ZINB
0.01 0.1 4012.44 3687.82 3762.22 3645.61 4025.63 3705.40 3788.60 3307.96
0.3 5291.04 3640.69 2944.29 3009.53 5304.23 3658.28 2970.67 3330.99
0.5 5858.06 3013.56 2408.92 2441.63 5871.25 3031.15 2435.30 2565.70
0.7 5404.04 2082.93 1681.98 2019.25 5417.23 2100.52 1708.36 1712.98
1 0.1 8325.06 3907.52 7023.07 3898.82 8338.25 3925.11 7049.45 3942.95
0.3 8638.02 3424.71 5545.94 3388.55 8651.21 3442.29 5572.33 3458.18
0.5 8249.33 2739.12 4230.17 2700.33 8262.52 2756.71 4256.56 2744.53
0.7 6855.00 1865.19 2742.46 1851.60 6868.19 1882.78 2768.84 1851.36
5 0.1 17,280.45 3039.27 10,264.64 3042.69 17,293.64 3056.86 10,291.02 3074.23
0.3 15,597.37 2517.53 8119.98 2520.66 15,610.56 2535.11 8146.36 2550.90
0.5 13,165.60 1934.56 5896.48 1936.43 13,178.79 1952.15 5922.86 1966.15
0.7 9776.28 1278.72 3616.01 1280.44 9789.47 1296.31 3642.39 1309.09
10 0.1 22,968.65 2366.89 11,539.50 2370.34 22,981.84 2384.48 11,565.88 2401.25
0.3 19,981.48 1934.71 9021.47 1937.67 19,994.67 1952.29 9047.85 1968.43
0.5 16,344.06 1466.35 6497.22 1473.33 16,357.25 1483.94 6523.60 1499.15
0.7 11,566.87 955.61 3866.63 962.28 11,580.06 973.20 3893.01 987.91