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Crime in Philadelphia: Bayesian Clustering with Particle Optimization

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Accurate estimation of the change in crime over time is a critical first step toward better understanding of public safety in large urban environments. Bayesian hierarchical modeling is a natural way to study spatial variation in urban crime dynamics at the ne... ...