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

Table 7.

MAE values of regression models fitted on data generated with NB regression model

Sample Size Dispersion Poisson NB ZIP ZINB
50 0.01 0.6457 0.6501 0.6501 0.6477
1 2.0766 2.0981 2.0808 2.1070
5 4.3471 4.7621 4.4190 4.7984
10 6.0011 7.4481 6.2916 7.5888
200 0.01 0.3263 0.3297 0.3263 0.3267
1 1.0397 1.0384 1.0412 1.0402
5 2.2255 2.2529 2.2250 2.2651
10 3.2408 3.0910 3.1349 3.3494
600 0.01 0.1836 0.1828 0.1836 0.1839
1 0.6050 0.6020 0.6057 0.6024
5 1.2813 1.2810 1.2853 1.2935
10 1.8427 1.8309 1.8340 1.8844
1000 0.01 0.1430 0.1427 0.1430 0.1429
1 0.4701 0.4677 0.4696 0.4683
5 0.9983 0.9959 0.9972 1.0025
10 1.4665 1.4614 1.4629 1.4951