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Identifying the appropriate spatial resolution for the analysis of crime patterns.

Nick MallesonWouter SteenbeekMartin A Andresen
Published in: PloS one (2019)
The results provide evidence for the size of spatial unit that is the most appropriate for the different types of crime studied. Importantly, the results are dependent on both the number of events in the data and the degree of spatial clustering, so a single 'appropriate' scale is not identified. The method is nevertheless useful as a means of better estimating what spatial scale might be appropriate for a particular piece of analysis.
Keyphrases
  • machine learning
  • artificial intelligence