# A Novel Non-Parametric Spatiotemporal Scan Statistic: An Application to Detect Disease Outbreaks
## Appendix A  
**Sample 1**  
**Most likely cluster**  
* Concentration Index: 7.133042
* p value : 0.01 \begin{tabular}{|c|c|c|c|c|c|c|c|c|} \hline
11201 & 11203 & 11204 & 11205 & 11206 & 11207 & 11208 & 11209 & 11210 & **11211** \\ \hline
11212 & 11213 & 11214 & 11215 & 11216 & 11217 & 11218 & 11219 & 11220 & 11221 \\ \hline
11222 & 11223 & 11224 & 11225 & 11226 & 11228 & 11229 & 11230 & 11231 & 11232 \\ \hline
11233 & 11234 & 11235 & 11236 & 11237 & 11238 & 11239 & & & \\ \hline \end{tabular}   
**Sample 2**  
**Most likely cluster**  
* Concentration Index: 7.833847
* p value : 0.01 \begin{tabular}{|c|c|c|c|c|c|c|c|c|} \hline
11203 & 11204 & 11205 & 11206 & 11207 & 11208 & 11209 & 11210 & 11212 & 11213 \\ \hline
11214 & 11215 & 11216 & 11217 & 11218 & 11219 & 11220 & 11221 & 11223 & 11224 \\ \hline
11225 & 11226 & 11228 & 11229 & 11220 & 11231 & 11232 & 11234 & 11235 \\ \hline
11236 & 11238 & 11239 & & & & & & & \\ \hline \end{tabular}   
**Secondary cluster 1**  
* Concentration Index: 5.8834463
* p value : 0.02  
\begin{tabular}{|c|c|c|c|c|c|c|c|c|} \hline
10464 & 10475 & 10465 & 10469 & 10461 & 10466 & 10472 & 10472 & 10467 & 10473 \\ \hline
10470 & 10460 & 10458 & 10459 & 10457 & 10468 & 10474 & 10471 & 10463 & 10456 \\ \hline
10453 & 10455 & 10034 & 10452  
**Sample 5**  
**Most likely cluster**  
* Concentration Index: 7.012748
* p value : 0.01 \begin{tabular}{|c|c|c|c|c|c|c|c|c|c|} \hline
11203 & 11204 & 11207 & 11209 & 11210 & 11212 & 11213 & 11214 & 11215 & 11216 \\ \hline
11218 & 11219 & 11220 & 11223 & 11224 & 11225 & 11226 & 11228 & 11229 & 11230 \\ \hline
11232 & 11233 & 11234 & 11235 & 11236 & 11238 & 11239 & & & \\ \hline \end{tabular}   
**Secondary cluster 1**  
* Concentration Index: 4.84257
* p value : 0.03 \begin{tabular}{|c|c|c|c|c|c|c|c|c|} \hline
10464 & 10475 & 10465 & 10469 & 10461 & 10466 & 10472 & 10472 & 10467 & 10473 \\ \hline
10470 & 10460 & 10458 & 10459 & 10457 & 10468 & 10474 & 10471 & 10463 & 10456 \\ \hline
10453 & 10455 & 10034 & 10452 & 10040 & 10451 & 10454 & 10033 & 10039 & 10032 \\ \hline
10037 & 10035 & 10030 & 10031 & 10029 & 10027 & 10026 & 10128 & 10028 & 10025 \\ \hline
10044 & 10021 & 10024 & 11222 & 11237 & 10022 & 10023 & 10017 & **11211** & 11221 \\ \hline
10019 & 10016 & 11206 & 11205 & & & & & & \\ \hline \end{tabular}   
**Sample 6**  
**Most likely cluster**  
* Concentration Index: 6.1844
* p value : 0.01  
\begin{tabular}{|c|c|c|c|c|c|c|c|c|} \hline
11201 & 11203 & 11204 & 11205 & 11206 & 11207 & 11208 & 11209 & 11210 & **11211** \\ \hline
11212 & 11213 & 11214 & 11215 & 11216 & 11217 & 11218 & 11219 & 11220 & 11221 \\ \hline
11223 & 11224 & 11225 & 11226 & 11228 & 11229 & 11230 & 11231 & 11232 & 11233 \\ \hline
11234 & 11235 & 11236 & 11237 & 1  
**Sample 9**  
**Most likely cluster**  
\(\bullet\) Concentration Index: 6.57026  
\(\bullet\) p value ; 0.01 \begin{tabular}{|c|c|c|c|c|c|c|c|c|c|} \hline
11201 & 11203 & 11204 & 11205 & 11206 & 11207 & 11208 & 11209 & 11210 & **11211** \\ \hline
11212 & 11213 & 11214 & 11215 & 11216 & 11217 & 11218 & 11219 & 11220 & 11221 \\ \hline
11223 & 11224 & 11225 & 11226 & 11228 & 11229 & 11220 & 11231 & 11232 & 11233 \\ \hline
11234 & 11235 & 11236 & 11237 & 11238 & 11239 & & & & \\ \hline \end{tabular}   
**Sample 10**  
**Most likely cluster**  
\(\bullet\) Concentration Index: 6.703886  
\(\bullet\) p value ; 0.01 \begin{tabular}{|c|c|c|c|c|c|c|c|c|} \hline
11203 & 11204 & 11205 & 11207 & 11208 & 11209 & 11210 & **11211** & 11212 & 11213 \\ \hline
11214 & 11215 & 11216 & 11217 & 11218 & 11219 & 11220 & 11221 & 11223 & 11224 \\ \hline
11225 & 11226 & 11228 & 11229 & 11230 & 11231 & 11232 & 11234 & 11235 \\ \hline
11236 & 11238 & 11239 & & & & & & \\ \hline \end{tabular}