Regression modelGIS / spatial
Space-Time Hot Spot Analysis
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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Sources
- Kulldorff, M. (1997). A spatial scan statistic. Communications in Statistics: Theory and Methods, 26(6), 1481–1496. DOI: 10.1080/03610929708831995 ↗
- Emerging Hot Spot Analysis. ArcGIS Pro Documentation. Esri Inc., 2021. link ↗