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Analisi dei punti caldi su dati panel×Analisi dei punti caldi spazio-temporali×
CampoAnalisi spazialeAnalisi spaziale
FamigliaRegression modelRegression model
Anno di origine1992 (Gi* statistic); 2004 (longitudinal/panel extension)1997–2015
IdeatoreWeisburd et al. (longitudinal application); Getis & Ord (foundational Gi* statistic)Kulldorff (spatial scan statistic); operationalized for time-series bins by Esri (Emerging Hot Spot Analysis)
TipoSpatio-temporal hot spot detectionSpatiotemporal cluster detection
Fonte seminaleWeisburd, D., Bushway, S., Lum, C., & Yang, S.-M. (2004). Trajectories of crime at places: A longitudinal study of street segments in the city of Seattle. Criminology, 42(2), 283-321. DOI ↗Kulldorff, M. (1997). A spatial scan statistic. Communications in Statistics: Theory and Methods, 26(6), 1481–1496. DOI ↗
Aliaslongitudinal hot spot analysis, repeated cross-sectional hot spot analysis, spatio-temporal hot spot detection, panel Getis-Ord analysisemerging hot spot analysis, space-time cube hot spot, spatiotemporal hot spot detection, STHA
Correlati45
SintesiPanel Hot Spot Analysis applies hot spot detection — typically via the Getis-Ord Gi* statistic — repeatedly across multiple time periods on the same spatial units, enabling researchers to track where clusters of high or low values persist, emerge, or dissolve over time. It bridges cross-sectional spatial statistics with longitudinal panel methods.Space-Time Hot Spot Analysis extends the classic Getis-Ord Gi* statistic across repeated time slices organised in a space-time cube. By testing each location-time bin for statistically significant clustering of high or low values, then examining the sequence of results over time, it identifies whether clusters are new, intensifying, persistent, sporadic, or diminishing — giving analysts a dynamic picture of how hot and cold spots evolve.
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ScholarGateConfronta i metodi: Panel Hot Spot Analysis · Space-Time Hot Spot Analysis. Consultato il 2026-06-18 da https://scholargate.app/it/compare