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

Table 5.

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

Sample Size Dispersion Poisson NB ZIP ZINB
50 0.01 100.0% 64.8% 100.0% 91.0%
1 100.0% 100.0% 100.0% 100.0%
5 100.0% 100.0% 100.0% 100.0%
10 100.0% 100.0% 100.0% 100.0%
200 0.01 100.0% 81.2% 100.0% 97.3%
1 100.0% 100.0% 100.0% 100.0%
5 100.0% 100.0% 100.0% 100.0%
10 100.0% 100.0% 100.0% 100.0%
600 0.01 100.0% 90.5% 100.0% 99.5%
1 100.0% 100.0% 100.0% 100.0%
5 100.0% 100.0% 100.0% 100.0%
10 100.0% 100.0% 100.0% 100.0%
1000 0.01 100.0% 94.0% 100.0% 99.6%
1 100.0% 100.0% 100.0% 100.0%
5 100.0% 100.0% 100.0% 100.0%
10 100.0% 100.0% 100.0% 100.0%