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Robustní Gearyho C×Robustní Moranovo I×
OborProstorová analýzaProstorová analýza
RodinaRegression modelRegression model
Rok vzniku1954 (base); robust variants: 1990s–2000s1990s–2000s
TvůrceGeary (1954); robust extensions by Anselin and spatial statisticiansExtension of Moran (1950); robust adaptations developed in spatial statistics literature
TypRobust spatial autocorrelation statisticRobust spatial autocorrelation statistic
Původní zdrojGeary, R. C. (1954). The contiguity ratio and statistical mapping. The Incorporated Statistician, 5(3), 115–145. DOI ↗Anselin, L. (1995). Local indicators of spatial association—LISA. Geographical Analysis, 27(2), 93–115. DOI ↗
Další názvyrobust Geary contiguity ratio, outlier-resistant Geary's C, robust spatial contiguity statistic, robust Geary Coutlier-resistant Moran's I, robust spatial autocorrelation test, median-based Moran statistic, robust global spatial association
Příbuzné66
ShrnutíRobust Geary's C adapts the classical Geary contiguity ratio — a measure of spatial autocorrelation based on pairwise squared differences between neighbouring locations — to resist distortion by spatial outliers and influential observations. It retains the local sensitivity of Geary's C while producing more reliable inferences when the spatial data contain extreme values or non-normal distributions.Robust Moran's I is an outlier-resistant adaptation of the classic Moran's I spatial autocorrelation statistic. By replacing the standard mean-based standardization with resistant measures of center and spread, it detects genuine geographic clustering without being distorted by a small number of extreme values in the attribute of interest.
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ScholarGatePorovnat metody: Robust Geary's C · Robust Moran's I. Získáno 2026-06-18 z https://scholargate.app/cs/compare