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Bajesov Geri-jev koeficijent C×Bajezijanska prostorna autokorelacija×
OblastProstorna analizaProstorna analiza
PorodicaRegression modelRegression model
Godina nastanka1954 (Bayesian framing: 2000s onward)1991
TvoracGeary (1954); Bayesian extension via hierarchical spatial modeling literatureBesag, York & Mollie
TipBayesian spatial autocorrelation statisticBayesian hierarchical spatial model
Temeljni izvorGeary, R. C. (1954). The contiguity ratio and statistical mapping. The Incorporated Statistician, 5(3), 115–145. DOI ↗Besag, J., York, J., & Mollie, A. (1991). Bayesian image restoration, with two applications in spatial statistics. Annals of the Institute of Statistical Mathematics, 43(1), 1–20. DOI ↗
Drugi naziviBayesian Geary C, Bayesian spatial contiguity statistic, Geary's C (Bayesian), Bayesian contiguity ratioBayesian spatial dependence, Bayesian LISA, Bayesian spatial clustering, BSA
Srodne66
SažetakBayesian Geary's C embeds the classical Geary contiguity ratio within a Bayesian hierarchical framework. Instead of a single point estimate and asymptotic p-value, it produces a posterior distribution over the statistic (or over spatially structured random effects), quantifying uncertainty about spatial autocorrelation while formally incorporating prior knowledge about the spatial process.Bayesian Spatial Autocorrelation embeds spatial dependence directly into a Bayesian hierarchical model. A Conditional Autoregressive (CAR) prior encodes the expectation that neighboring areas are more similar than distant ones, and posterior inference is obtained via MCMC. This approach is especially valuable in disease mapping, ecology, and regional science, where small-area estimates need borrowing strength across neighbors.
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ScholarGateUporedite metode: Bayesian Geary's C · Bayesian Spatial Autocorrelation. Preuzeto 2026-06-17 sa https://scholargate.app/sr/compare