Clustering analysis

[JoNa]

Hi, I have plotted GPS coordinates for several thousand households in a developing country district and deaths in both adults and children in those households.  Obviously the households are visibly clustered into villages.  Are you able to recommend a statistical approach to analyse for clustering of deaths given the non-uniform underlying population?  And also for the clustering of child deaths linked to adult deaths?  Thanks.

[DonOpgenorth]

I've moved your post into the  Spatial Analyst space. You will get a much better answer here as the GeoNet Help is intended for community help and feedback. I have also added in a few additional tags. You can see more
on the community structure, and what topics are under each space from the following documents:

GeoNet Community Structure

ArcGIS Discussion Forums Migration Strategy

Thanks!

Don

[DanPatterson_Retired]

this should be in Spatial Statistics ie K-means clustering