Table 4.

Power (%) for comparing three methods under different scenarios for zero-inflated Poisson response with mixing probability modeled by logistic regression with a nonlinear predictor for the simulation study.

Sample Size	α = −2.94			α = −2.20			α = −1.73			α = −1.39
	Vuong	Naive	New	Vuong	Naive	New	Vuong	Naive	New	Vuong	Naive	New
50	16.25	2.93	12.92	13.55	8.89	25.47	19.54	18.19	42.35	30.93	29.11	58.51
100	11.35	5.26	18.32	17.14	18.82	41.67	38.43	39.36	65.93	62.82	60.71	84.10
200	10.50	10.12	28.71	40.46	38.72	65.59	77.78	71.20	89.17	95.30	91.66	98.19
500	31.41	26.10	52.89	92.31	81.58	94.10	99.82	98.71	99.85	100.00	99.99	100.00
1000	76.86	53.02	78.24	99.87	98.65	99.80	100.00	100.00	100.00	100.00	100.00	100.00