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Moran's I×C Geary’ego×
DziedzinaAnaliza przestrzennaAnaliza przestrzenna
RodzinaRegression modelRegression model
Rok powstania19501954
TwórcaPatrick A. P. MoranRoy C. Geary
TypSpatial autocorrelation statisticSpatial autocorrelation statistic
Źródło pierwotneMoran, P. A. P. (1950). Notes on continuous stochastic phenomena. Biometrika, 37(1/2), 17–23. DOI ↗Geary, R. C. (1954). The Contiguity Ratio and Statistical Mapping. The Incorporated Statistician, 5(3), 115–145. link ↗
Inne nazwyMoran's I statistic, global Moran's I, spatial autocorrelation index, Moran indexGeary contiguity ratio, Geary C statistic, spatial contiguity ratio, Geary's c
Pokrewne64
PodsumowanieMoran'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.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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ScholarGatePorównaj metody: Moran's I · Geary's C. Pobrano 2026-06-18 z https://scholargate.app/pl/compare