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This thesis examines the spatial relationships between tenure type composition and the crime rates of property and violent crime, using data at the census block level for Chicago, Illinois. A multi-scalar k-nearest neighbor analysis is employed to model patterns of tenure type composition at four different scales of aggregation, by constructing individualized neighborhoods for each census block. T
