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| 局部Getis-Ord Gi* (热点分析)× | Geary's C× | |
|---|---|---|
| 领域 | 空间分析 | 空间分析 |
| 方法族 | Regression model | Regression model |
| 起源年份≠ | 1992–1995 | 1954 |
| 提出者≠ | Arthur Getis and J. Keith Ord | Roy C. Geary |
| 类型≠ | Local spatial association statistic | Spatial autocorrelation statistic |
| 开创性文献≠ | Getis, A., & Ord, J. K. (1992). The analysis of spatial association by use of distance statistics. Geographical Analysis, 24(3), 189–206. DOI ↗ | Geary, R. C. (1954). The Contiguity Ratio and Statistical Mapping. The Incorporated Statistician, 5(3), 115–145. link ↗ |
| 别名 | Gi* statistic, Getis-Ord Gi*, local G-star, hot spot statistic | Geary contiguity ratio, Geary C statistic, spatial contiguity ratio, Geary's c |
| 相关≠ | 5 | 4 |
| 摘要≠ | The Local Getis-Ord Gi* statistic identifies statistically significant spatial clusters of high values (hot spots) and low values (cold spots) within a study area. Unlike global measures, it produces a z-score for every location, revealing where concentrated clustering occurs and with what statistical confidence. | Geary's C is a global spatial autocorrelation statistic that measures whether nearby areal units share similar attribute values. Unlike Moran's I, it focuses on squared differences between adjacent pairs rather than cross-products of deviations from the mean, making it more sensitive to local dissimilarity and less influenced by global trends. |
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