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지역적 모란 I (LISA)×기어리 C×
분야공간분석공간분석
계열Regression modelRegression model
기원 연도19951954
창시자Luc AnselinRoy C. Geary
유형Local spatial autocorrelation statisticSpatial autocorrelation statistic
원전Anselin, L. (1995). Local indicators of spatial association—LISA. Geographical Analysis, 27(2), 93–115. DOI ↗Geary, R. C. (1954). The Contiguity Ratio and Statistical Mapping. The Incorporated Statistician, 5(3), 115–145. link ↗
별칭Local Indicator of Spatial Association, LISA statistic, Anselin Local Moran, local spatial autocorrelation indexGeary contiguity ratio, Geary C statistic, spatial contiguity ratio, Geary's c
관련64
요약Local Moran's I, introduced by Luc Anselin in 1995, is a Local Indicator of Spatial Association (LISA) that decomposes global spatial autocorrelation into location-specific contributions. For every observation it produces a signed statistic and a significance value, enabling researchers to identify spatial clusters (high-high, low-low) and spatial outliers (high-low, low-high) on a map.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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