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Robust Geary's C×Indeks Autokorelasi Spatial Global×
BidangAnalisis ReruangAnalisis Reruang
KeluargaRegression modelRegression model
Tahun asal1954 (base); robust variants: 1990s–2000s1950
PengasasGeary (1954); robust extensions by Anselin and spatial statisticiansPatrick A. P. Moran
JenisRobust spatial autocorrelation statisticSpatial autocorrelation statistic
Sumber perintisGeary, R. C. (1954). The contiguity ratio and statistical mapping. The Incorporated Statistician, 5(3), 115–145. DOI ↗Moran, P. A. P. (1950). Notes on continuous stochastic phenomena. Biometrika, 37(1/2), 17–23. DOI ↗
Aliasrobust Geary contiguity ratio, outlier-resistant Geary's C, robust spatial contiguity statistic, robust Geary CMoran's I statistic, global Moran's I, spatial autocorrelation index, Moran index
Berkaitan66
RingkasanRobust 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.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.
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ScholarGateBandingkan kaedah: Robust Geary's C · Moran's I. Dicapai 2026-06-18 daripada https://scholargate.app/ms/compare