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Krahasoni metodat

Shqyrtoni metodat e zgjedhura krah për krah; rreshtat që ndryshojnë janë të theksuar.

Vlerësimi i Dendësisë Bërthamore Hapësinore-Kohore (ST-KDE)×Autokorrelacioni Hapësinor Kohë-Hapësirë×
FushaAnaliza hapësinoreAnaliza hapësinore
FamiljaRegression modelRegression model
Viti i origjinës2010 (space-time extension); 1956 (KDE origin)1981–1992
KrijuesiNakaya & Yano (space-time formulation); KDE foundation by Rosenblatt and ParzenCliff & Ord; extended by Anselin and others
LlojiNon-parametric density estimationSpatial autocorrelation statistic
Burimi themeluesNakaya, T., & Yano, K. (2010). Visualising crime clusters in a space-time cube: An exploratory data-analysis approach using space-time kernel density estimation and scan statistics. Transactions in GIS, 14(3), 223-239. DOI ↗Clifford, P., Richardson, S., & Hemon, D. (1989). Assessing the significance of the correlation between two spatial processes. Biometrics, 45(1), 123–134. DOI ↗
Emërtime të tjeraST-KDE, spatiotemporal kernel density estimation, space-time KDE, 3D kernel density estimationSTSA, spatiotemporal autocorrelation, space-time Moran's I, temporal spatial dependence
Të lidhura55
PërmbledhjaSpace-Time Kernel Density Estimation extends classical KDE into three dimensions — two spatial and one temporal — to reveal how the intensity of point events (crimes, accidents, disease cases) varies continuously across both geographic space and time. It produces a smooth probabilistic surface that highlights where and when events concentrate most densely.Space-Time Spatial Autocorrelation extends classic spatial autocorrelation measures — most notably Moran's I — to data that vary across both geographic units and time periods. It detects whether nearby locations that are also temporally close tend to share similar attribute values, revealing clusters, trends, or anomalies that purely spatial or purely temporal analyses would miss.
ScholarGateSeti i të dhënave
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  1. v1
  2. 2 Burimet
  3. PUBLISHED

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ScholarGateKrahasoni metodat: Space-Time Kernel Density Estimation · Space-Time Spatial Autocorrelation. Marrë më 2026-06-17 nga https://scholargate.app/sq/compare