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

Table 11.

Convergence rates of regression models fitted on data generated with ZINB regression model, n = 50

Dispersion Proportion of Zeros Poisson NB ZIP ZINB
0.01 0.1 100.0% 98.3% 100.0% 97.4%
0.3 100.0% 100.0% 100.0% 98.6%
0.5 100.0% 100.0% 100.0% 97.3%
0.7 100.0% 100.0% 100.0% 94.6%
1 0.1 100.0% 100.0% 100.0% 100.0%
0.3 100.0% 100.0% 100.0% 100.0%
0.5 100.0% 100.0% 100.0% 100.0%
0.7 100.0% 100.0% 100.0% 99.9%
5 0.1 100.0% 100.0% 100.0% 100.0%
0.3 100.0% 100.0% 100.0% 100.0%
0.5 100.0% 100.0% 100.0% 100.0%
0.7 100.0% 100.0% 99.8% 99.0%
10 0.1 100.0% 100.0% 99.9% 100.0%
0.3 100.0% 100.0% 99.9% 99.8%
0.5 100.0% 100.0% 99.9% 99.4%
0.7 100.0% 100.0% 98.9% 95.0%