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Bayesiansk model for rumlig lag×Spatial Lag Model (SAR / Spatial Autoregressive)×
FagområdeRumlig analyseRumlig analyse
FamilieRegression modelRegression model
Oprindelsesår19971988
OphavspersonLeSage (1997); fully elaborated in LeSage & Pace (2009)Anselin (textbook formalisation); LeSage & Pace
TypeBayesian spatial regressionSpatial autoregressive regression
Oprindelig kildeLeSage, 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 ↗
AliasserBayesian SAR model, Bayesian spatial autoregressive model, BSLM, Bayesian SLMSAR model, spatial autoregressive model, spatial lag, Uzamsal Gecikme Modeli (SAR / Spatial Lag)
Relaterede55
ResuméThe 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.The Spatial Lag Model is an autoregressive regression that assumes spatial dependence in the dependent variable itself: the outcome values of neighbouring units enter the model as an explanatory term (ρWy). It was formalised in Anselin's Spatial Econometrics (1988) and developed further by LeSage and Pace (2009), and it decomposes spillover effects into direct, indirect, and total impacts.
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ScholarGateSammenlign metoder: Bayesian Spatial Lag Model · Spatial Lag Model. Hentet 2026-06-15 fra https://scholargate.app/da/compare