Traditional police boundaries—precincts, patrol districts, etc.—often fail to reflect the true distribution of criminal activity and thus do

little to assist in the optimal allocation of police resources. This paper introduces methods for crime incident forecasting by focusing upon

geographical areas of concern that transcend traditional policing boundaries.