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Bayesian Geary's C×Bayesowskie Lokalne Wskaźniki Skojarzenia Przestrzennego (Bayesian LISA)×
DziedzinaAnaliza przestrzennaAnaliza przestrzenna
RodzinaRegression modelRegression model
Rok powstania1954 (Bayesian framing: 2000s onward)2000s–2010s
TwórcaGeary (1954); Bayesian extension via hierarchical spatial modeling literatureExtension of Anselin (1995) LISA framework within Bayesian hierarchical modeling traditions (Banerjee, Carlin, Gelfand)
TypBayesian spatial autocorrelation statisticBayesian local spatial statistic
Źródło pierwotneGeary, 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 ↗
Inne nazwyBayesian Geary C, Bayesian spatial contiguity statistic, Geary's C (Bayesian), Bayesian contiguity ratioBayesian LISA, Bayesian local spatial autocorrelation, Bayesian local Moran, B-LISA
Pokrewne66
PodsumowanieBayesian 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 Local Indicators of Spatial Association extend the classical LISA framework by embedding local spatial association statistics within a Bayesian hierarchical model. Rather than relying on asymptotic permutation-based significance tests, this approach places prior distributions on spatial parameters and derives posterior probabilities that a location is part of a genuine spatial cluster, accounting for uncertainty and borrowing strength across nearby units.
ScholarGateZbiór danych
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  3. PUBLISHED
  1. v1
  2. 2 Źródła
  3. PUBLISHED

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ScholarGatePorównaj metody: Bayesian Geary's C · Bayesian Local Indicators of Spatial Association. Pobrano 2026-06-19 z https://scholargate.app/pl/compare