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Lokalni model prostornog zaostajanja×Lokalni prostorni Durbin model×
PodručjeProstorna analizaProstorna analiza
ObiteljRegression modelRegression model
Godina nastanka1988 (global); 2000s (local extensions)2002–2009
TvoracAnselin (global SLM, 1988); local extension via Fotheringham, Brunsdon & Charlton (GWR framework, 2002)LeSage & Pace (SDM foundation); local adaptation via Fotheringham et al. GWR framework
VrstaSpatially varying regression modelSpatially varying regression model
Temeljni izvorAnselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic Publishers. ISBN: 978-9024737215LeSage, J. P., & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press / Taylor & Francis. ISBN: 978-1420064247
Drugi nazivilocal SLM, geographically weighted spatial lag model, GW-SLM, spatially varying lag modellocal SDM, geographically weighted Spatial Durbin Model, GW-SDM, spatially varying Durbin model
Srodne55
SažetakThe Local Spatial Lag Model extends the classical spatial lag model by allowing both the spatial autocorrelation parameter and the regression coefficients to vary across geographic locations. Instead of one global estimate of how neighboring outcomes influence each observation, the model fits location-specific parameters using kernel-weighted local estimation, revealing spatial heterogeneity in spatial dependence.The Local Spatial Durbin Model (Local SDM) extends the global Spatial Durbin Model by allowing regression coefficients to vary across geographic space. It combines the SDM's ability to capture both spatial lag of the dependent variable and spatial lags of covariates with a geographically weighted estimation framework, producing location-specific direct and indirect spillover effects.
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ScholarGateUsporedite metode: Local Spatial Lag Model · Local Spatial Durbin Model. Preuzeto 2026-06-18 s https://scholargate.app/hr/compare