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

Table 15.

AIC and BIC of regression models fitted on data generated with ZINB regression model, n = 50

AIC BIC
Dispersion Proportion of Zeros Poisson NB ZIP ZINB Poisson NB ZIP ZINB
0.01 0.1 334.99 310.68 328.98 314.61 340.73 318.27 340.46 311.05
0.3 436.35 307.02 264.63 283.63 442.09 314.67 276.10 312.97
0.5 476.33 256.23 207.07 230.73 482.07 263.88 218.54 249.45
0.7 432.29 178.85 145.33 161.01 438.02 186.50 156.80 168.90
1 0.1 662.56 328.90 599.90 331.82 668.30 336.55 611.37 348.00
0.3 684.04 288.86 451.98 289.87 689.77 296.51 463.45 306.57
0.5 648.66 231.54 332.12 231.72 654.39 239.19 343.59 246.58
0.7 516.19 159.30 206.90 158.71 521.93 166.95 218.37 172.42
5 0.1 1299.27 257.12 761.95 260.82 1305.00 264.77 773.42 275.50
0.3 1152.80 212.91 573.34 216.00 1158.54 220.56 584.81 230.27
0.5 955.49 165.12 396.99 167.50 961.23 172.77 408.46 181.53
0.7 651.92 109.17 207.29 110.38 657.66 116.81 218.76 124.04
10 0.1 1642.30 199.36 822.90 202.74 1648.04 207.01 834.37 216.88
0.3 1401.83 163.20 580.56 166.20 1407.56 170.84 592.04 180.44
0.5 1103.92 125.17 380.16 128.91 1109.65 132.82 391.63 145.11
0.7 757.17 83.21 178.00 85.78 762.91 90.84 189.47 103.55