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Bajezijanski model prostorne greške×Model prostorne greške (SEM)×
OblastProstorna analizaProstorna analiza
PorodicaRegression modelRegression model
Godina nastanka1988 (classical SEM); 2009 (Bayesian formulation)1988
TvoracLeSage & Pace (Bayesian treatment); Anselin (classical SEM)Anselin
TipBayesian spatial regressionSpatial regression (spatially autocorrelated errors)
Temeljni izvorLeSage, J. P., & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press / Taylor & Francis. ISBN: 978-1420064247Anselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic. DOI ↗
Drugi naziviBayesian SEM, Bayesian spatial-error regression, BSEM spatial econometrics, Bayesian spatially correlated error modelSEM, spatial error regression, spatial autoregressive error model, Uzamsal Hata Modeli (SEM / Spatial Error)
Srodne65
SažetakThe Bayesian Spatial Error Model (Bayesian SEM) estimates a regression in which spatially correlated disturbances are explicitly modelled through a spatial weights matrix, while all parameters — regression coefficients, spatial error autocorrelation, and error variance — receive full posterior distributions via Bayesian inference rather than point estimates.The Spatial Error Model, developed within Anselin's spatial econometrics framework (1988), is a regression model that assumes spatial dependence enters through the error term: the disturbances of neighbouring units are correlated. It is used when unobserved shared factors make the errors of nearby observations move together, and it is estimated by maximum likelihood or GMM rather than ordinary least squares.
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ScholarGateUporedite metode: Bayesian Spatial Error Model · Spatial Error Model. Preuzeto 2026-06-15 sa https://scholargate.app/sr/compare