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Bejzovski model prostornog zaostajanja×Prostorna autokorelacija×
OblastProstorna analizaProstorna analiza
PorodicaRegression modelRegression model
Godina nastanka19971950
TvoracLeSage (1997); fully elaborated in LeSage & Pace (2009)P. A. P. Moran (global measure, 1950); Roy Geary (Geary's C, 1954); Luc Anselin (LISA, 1995)
TipBayesian spatial regressionSpatial statistic / exploratory spatial data analysis
Temeljni izvorLeSage, J. P., & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press / Taylor & Francis. ISBN: 978-1420064247Moran, P. A. P. (1950). Notes on continuous stochastic phenomena. Biometrika, 37(1/2), 17–23. DOI ↗
Drugi naziviBayesian SAR model, Bayesian spatial autoregressive model, BSLM, Bayesian SLMspatial dependence, geographic autocorrelation, spatial clustering measure, SA
Srodne55
SažetakThe Bayesian Spatial Lag Model (BSLM) extends the classical spatial autoregressive (SAR) regression by placing prior distributions over all parameters and recovering full posterior distributions via MCMC sampling. It explicitly accounts for spatial dependence — the outcome in one location is partly driven by outcomes in neighboring locations — and yields uncertainty-quantified estimates of both regression coefficients and the spatial autocorrelation parameter rho.Spatial autocorrelation quantifies the degree to which a variable's values at nearby locations resemble each other more (positive autocorrelation) or less (negative autocorrelation) than expected by chance. Global indices such as Moran's I summarise the pattern across the entire study area, while local variants reveal clusters and outliers at the level of individual observations.
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ScholarGateUporedite metode: Bayesian Spatial Lag Model · Spatial Autocorrelation. Preuzeto 2026-06-15 sa https://scholargate.app/sr/compare