Table 3.

Prospective space-time permutation scan statistic using the NYC borough benchmark datasets. Presented are the estimated relative risk bias $\overline{\widehat{B}}$ and power for all borough scenarios with a 0.05 significance level.

Region	Cluster Type	Relative risk
		Medium						High
		$\overline{\widehat{B}}$			Power			$\overline{\widehat{B}}$			Power
		31	32	33	31	32	33	31	32	33	31	32	33
H0		5.79	5.37	4.69	0.05	0.06	0.05	5.79	5.37	4.69	0.05	0.06	0.05
Brooklyn	One Zip	1.35	1.11	1.04	0.30	0.64	0.82	0.97	0.91	0.88	0.84	0.99	1.00
	Neighbors Zip	1.49	1.11	1.03	0.33	0.70	0.85	1.01	0.89	0.85	0.79	0.99	1.00
	Borough	1.44	1.05	0.97	0.31	0.66	0.86	0.97	0.79	0.74	0.73	0.98	1.00
Manhattan	One Zip *	1.92	1.72	1.45	0.32	0.57	0.79	1.25	1.02	0.97	0.88	1.00	1.00
	Neighbors Zip	1.36	1.12	1.01	0.34	0.70	0.88	1.01	0.88	0.86	0.80	0.99	1.00
	Borough *	1.90	1.27	1.08	0.29	0.59	0.77	1.14	0.90	0.83	0.65	0.95	0.99
Staten Island	One Zip	1.34	1.14	1.03	0.65	0.83	0.85	0.98	0.90	0.88	0.83	0.99	1.00
	Neighbors Zip	1.45	1.13	1.04	0.32	0.84	0.68	0.97	0.87	0.82	0.77	0.98	1.00
	Borough	1.67	1.22	1.08	0.37	0.71	0.90	1.13	0.94	0.89	0.79	0.99	1.00
Queens	One Zip	1.56	1.25	1.15	0.61	0.81	1.06	0.96	0.94	0.84	0.84	0.99	1.00
	Neighbors Zip	1.41	1.11	1.00	0.33	0.68	0.87	1.00	0.87	0.84	0.77	0.99	1.00
	Borough	1.71	1.19	1.07	0.32	0.66	0.86	1.06	0.84	0.77	0.71	0.97	1.00
Bronx	One Zip	1.33	1.18	1.07	0.31	0.65	0.83	1.02	0.93	0.91	0.82	1.00	1.00
	Neighbors Zip	1.35	1.13	1.01	0.34	0.67	0.88	1.00	0.89	0.86	0.80	0.98	1.00
	Borough	1.45	1.15	1.01	0.37	0.72	0.90	1.05	0.85	0.81	0.74	0.98	1.00

^*removed cases where $\overline{\widehat{B}}$ was estimated to be infinity.