Discrete Extension of Poisson Distribution for Overdispersed Count Data: Theory and Applications

Table 7

Simulation results for .

Measures	n	MLE	MPSE	OLSE	WLSE
AVEs	10	7.0450	8.0130	7.9975	7.9878
	25	6.9875	7.5987	7.8357	7.8768
	50	7.0069	7.3690	7.8016	7.8364
	100	6.9953	7.2282	7.7727	7.8462
	200	7.0009	7.1250	7.7628	7.8512
AABs	10	0.0450	1.0130	0.9975	0.9878
	25	0.0125	0.5987	0.8357	0.8768
	50	0.0069	0.3690	0.8016	0.8364
	100	0.0047	0.2282	0.7727	0.8462
	200	0.0009	0.1250	0.7628	0.8512
MREs	10	0.0064	0.1447	0.1425	0.1411
	25	0.0018	0.0855	0.1194	0.1253
	50	0.0010	0.0527	0.1145	0.1195
	100	0.0007	0.0326	0.1104	0.1209
	200	0.0001	0.0179	0.1090	0.1216
MSEs	10	3.4370	5.0705	5.2666	5.0791
	25	1.3367	1.8703	2.3226	2.2580
	50	0.6921	0.8702	1.4497	1.4274
	100	0.3380	0.3968	0.9837	1.0775
	200	0.1647	0.1930	0.7756	0.8924