Table 1.
Empirical type I errors (%) for comparing three methods under different scenarios for Poisson response for the simulation study.
| First scenario (β1 = 0) | Second scenario (β1 = 1) | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Sample Size |
μ = 0.5 | μ = 1 | β0 = 0.5 | β0 = 1 | ||||||||||
| Vuong | Naive | New | Vuong | Naive | New | Vuong1 | Vuong2 | Naive | New | Vuong1 | Vuong2 | Naive | New | |
| 50 | 0.09 | 0.05 | 3.82 | 0.13 | 0.60 | 4.81 | 0.03 | 12.84 | 0.40 | 4.13 | 0 | 26.27 | 0.50 | 4.59 |
| 100 | 0.02 | 0.06 | 3.95 | 0.05 | 0.53 | 4.64 | 0.03 | 13.75 | 0.40 | 3.68 | 0 | 26.82 | 0.49 | 4.94 |
| 200 | 0.05 | 0.03 | 4.42 | 0.05 | 0.45 | 4.55 | 0.01 | 13.05 | 0.29 | 4.06 | 0 | 24.64 | 0.49 | 4.48 |
| 500 | 0.08 | 0.06 | 4.47 | 0.04 | 0.49 | 4.77 | 0.03 | 11.14 | 0.49 | 4.78 | 0 | 21.49 | 0.73 | 4.86 |
| 1000 | 0.03 | 0.03 | 4.43 | 0.04 | 0.54 | 4.51 | 0.03 | 10.02 | 0.52 | 4.74 | 0 | 17.60 | 0.65 | 5.34 |
Note: In the second scenario, “Vuong1” and “Vuong2” are for the Vuong tests with the alternative zero-inflated Poisson models (3.10) and (3.11), respectively.