Table 2.
Simulation results for f0 estimation under SPGLM data–generating mechanisms and models
Support | Truncated Poisson |
0-Inflated Poisson |
||
True f0 | Bias (SE) | True f0 | Bias (SE) | |
0 | 0.367 | – 0.004 (0.030) | 0.471 | – 0.005 (0.028) |
1 | 0.368 | 0.003 (0.037) | 0.232 | 0.003 (0.031) |
2 | 0.185 | 0.002 (0.039) | 0.172 | 0.005 (0.035) |
3 | 0.062 | 0.002 (0.025) | 0.085 | 0.001 (0.027) |
4 | 0.016 | 0.002 (0.017) | 0.031 | – 0.002 (0.020) |
5 | 0.003 | 0.001 (0.009) | 0.009 | – 0.002 (0.012) |
SE, standard error. True β values are in Table 1.