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Crime Hot Spot Analysis×Phân tích điểm nóng (Getis-Ord Gi*)×
Lĩnh vựcCriminologyPhân tích không gian
HọProcess / pipelineRegression model
Năm ra đời19951992
Người khởi xướngLawrence Sherman & David Weisburd (policing); Arthur Getis & J. Keith Ord (statistic)Arthur Getis and J. Keith Ord
LoạiSpatial cluster detection for crime concentrationLocal spatial statistic
Công trình gốcSherman, L. W., & Weisburd, D. (1995). General deterrent effects of police patrol in crime "hot spots": A randomized, controlled trial. Justice Quarterly, 12(4), 625–648. DOI ↗Getis, A., & Ord, J. K. (1992). The analysis of spatial association by use of distance statistics. Geographical Analysis, 24(3), 189-206. DOI ↗
Tên gọi khácHot Spot Mapping, Crime Hotspot Detection, Getis-Ord Gi* Crime Analysis, Spatial Cluster Analysis of CrimeGetis-Ord Gi* statistic, spatial hot spot detection, cluster and outlier analysis, HSA
Liên quan45
Tóm tắtCrime hot spot analysis identifies the places where crime concentrates far more than chance — the small number of street segments, blocks, or addresses that account for a large share of incidents. Building on Sherman and Weisburd's landmark demonstration that crime clusters tightly in space and that patrolling those clusters deters offending, the method uses spatial statistics such as the Getis-Ord Gi* local statistic to separate genuine, statistically significant clusters from random noise and to classify each place as a hot spot, a cold spot, or neither.Hot Spot Analysis uses the Getis-Ord Gi* local spatial statistic to identify geographic locations where high or low attribute values cluster together to a degree that is statistically significant. Each feature is evaluated in relation to its neighbours, producing a z-score that flags genuine spatial hot spots and cold spots against a background of random variation.
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