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Geary's C

Geary's C is a global measure of spatial autocorrelation — whether nearby locations tend to have similar values — introduced by Roy Geary in 1954. Unlike Moran's I, which is built on the covariation of values around the mean, Geary's C is built on the squared differences between neighbouring values, making it more sensitive to local, short-range variation. Values below 1 indicate positive spatial autocorrelation (similar neighbours), near 1 indicate randomness, and above 1 indicate negative autocorrelation.

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Geary's C Spatial Autocorrelation Statistic

Taksonoomiline meetodikirje · hypothesis-test / spatial-analysis

Geary, R. C. (1954). The contiguity ratio and statistical mapping. The Incorporated Statistician, 5(3), 115–146. · DOI 10.2307/2986645
Cliff, A. D., & Ord, J. K. (1981). Spatial Processes: Models and Applications. Pion. · ISBN 978-0-85086-081-8

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Often confused withGetis-Ord Gi*machine-suggested · Relational suggestion, not evidence.Used in the same domainSpatial Lag Modelmachine-suggested · Relational suggestion, not evidence.