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

Table 8.

Convergence rates of regression models fitted on data generated with ZIP regression model

Sample Size Proportion of Zeros Poisson NB ZIP ZINB
50 0.1 100.0% 98.4% 100.0% 96.8%
0.3 100.0% 100.0% 100.0% 97.9%
0.5 100.0% 100.0% 100.0% 96.0%
0.7 100.0% 100.0% 100.0% 95.0%
200 0.1 100.0% 99.9% 100.0% 95.6%
0.3 100.0% 100.0% 100.0% 98.3%
0.5 100.0% 100.0% 100.0% 96.7%
0.7 100.0% 100.0% 100.0% 94.4%
600 0.1 100.0% 100.0% 100.0% 95.0%
0.3 100.0% 100.0% 100.0% 97.4%
0.5 100.0% 100.0% 100.0% 97.9%
0.7 100.0% 100.0% 100.0% 94.9%
1000 0.1 100.0% 100.0% 100.0% 95.2%
0.3 100.0% 100.0% 100.0% 99.4%
0.5 100.0% 100.0% 100.0% 96.2%
0.7 100.0% 100.0% 100.0% 95.0%