Childhood Brain Cancer in Florida: A Bayesian Clustering Approach

Figures & data

Figure 1. The standardized morbidity ratio of the childhood cancer data at each zip code area.

Table 1. Model comparisons for the childhood cancer data using BYM and SPC models

	DIC	pD	WAIC	pWAIC	MSPE
BYM	2541	324.8	1418.9	269.1	2.362
SPC	2078	217.1	1123.1	186.3	2.361

Table 2. Zip code areas with the lowest (left) and highest (right) relative risks of the BYM model

zip code	relative risk	zip code	relative risk
34,771	0.04318	32,625	10.35
34,224	0.04804	34,201	8.53
34,228	0.05152	32,130	8.024
32,818	0.3726	32,801	7.223
32,304	0.3776	32,501	6.51
32,703	0.3806	32,568	6.497
33,610	0.3872	32,202	6.386
33,578	0.4045	32,456	6.042
34,758	0.4049	32,131	5.773
33,810	0.4207	33,931	5.622
33,615	0.4214	32,730	5.441
32,811	0.4254	33,316	5.175
34,116	0.4317	32,145	4.482
33,619	0.4433	32,901	4.407
34,743	0.4433	32,443	4.37
33,186	0.4509	33,760	4.252
32,244	0.452	32,618	4.126
34,221	0.4547	32,053	4.048
33,411	0.4549	32,058	3.975
32,909	0.463	32,421	3.755

Table 3. Zip code areas with the lowest (left) and highest (right) relative risks of the SPC model

zip code	relative risk	zip code	relative risk
32,811	7.73E-04	32,625	6.838
33,904	7.79E-04	32,130	6.64
32,334	7.80E-04	34,201	6.133
34,449	7.82E-04	32,801	5.972
32,949	7.90E-04	32,501	5.679
34,434	7.93E-04	32,568	5.312
34,450	7.96E-04	32,202	5.251
33,187	7.96E-04	32,456	5.216
32,827	7.97E-04	32,131	4.924
33,839	7.98E-04	32,730	4.669
32,061	7.99E-04	33,931	4.623
32,970	7.99E-04	33,316	4.487
33,146	8.00E-04	32,901	4.179
34,681	8.02E-04	33,760	4.082
32,833	8.03E-04	32,145	3.981
34,240	8.03E-04	32,443	3.849
32,003	8.04E-04	32,618	3.695
34,758	8.04E-04	32,058	3.673
32,311	8.04E-04	32,053	3.599
32,212	8.06E-04	33,936	3.548

Figure 2. The estimated relative risk from the BYM model at each zip code area.

Figure 3. The estimated relative risk from the SPC model at each zip code area.

Figure 4. The exceedance probability of relative risk greater than one from the BYM model.

Figure 5. The exceedance probability of relative risk greater than one from the SPC model.

Figure 6. The exceedance probability of relative risk greater than two from the BYM model.

Figure 7. The exceedance probability of relative risk greater than two from the SPC model.

Figure 8. The exceedance probability of residual greater than zero from the BYM model.

Figure 9. The exceedance probability of residual greater than zero from the SPC model.

Figure 10. The exceedance probability of residual greater than one from the BYM model.

Figure 11. The exceedance probability of residual greater than one from the SPC.