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Локален коефициент на Моран (LISA)×Moran's I×
ОбластПространствен анализПространствен анализ
СемействоRegression modelRegression model
Година на възникване19951950
СъздателLuc AnselinPatrick A. P. Moran
ТипLocal spatial autocorrelation statisticSpatial autocorrelation statistic
Основополагащ източникAnselin, L. (1995). Local indicators of spatial association—LISA. Geographical Analysis, 27(2), 93–115. DOI ↗Moran, P. A. P. (1950). Notes on continuous stochastic phenomena. Biometrika, 37(1/2), 17–23. DOI ↗
Други названияLocal Indicator of Spatial Association, LISA statistic, Anselin Local Moran, local spatial autocorrelation indexMoran's I statistic, global Moran's I, spatial autocorrelation index, Moran index
Свързани66
РезюмеLocal 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.Moran's I is the standard global statistic for detecting spatial autocorrelation: whether nearby locations tend to share similar values. The index ranges from approximately −1 (perfect dispersion) through 0 (spatial randomness) to +1 (perfect clustering), allowing researchers to test whether a geographic pattern differs from complete spatial randomness with a single, interpretable number.
ScholarGateНабор от данни
  1. v1
  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

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ScholarGateСравнение на методи: Local Moran's I · Moran's I. Извлечено на 2026-06-18 от https://scholargate.app/bg/compare