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Lokální prostorový Durbinův model×Lokální model prostorového zpoždění×
OborProstorová analýzaProstorová analýza
RodinaRegression modelRegression model
Rok vzniku2002–20091988 (global); 2000s (local extensions)
TvůrceLeSage & Pace (SDM foundation); local adaptation via Fotheringham et al. GWR frameworkAnselin (global SLM, 1988); local extension via Fotheringham, Brunsdon & Charlton (GWR framework, 2002)
TypSpatially varying regression modelSpatially varying regression model
Původní zdrojLeSage, 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 Publishers. ISBN: 978-9024737215
Další názvylocal SDM, geographically weighted Spatial Durbin Model, GW-SDM, spatially varying Durbin modellocal SLM, geographically weighted spatial lag model, GW-SLM, spatially varying lag model
Příbuzné55
ShrnutíThe 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.The 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.
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ScholarGatePorovnat metody: Local Spatial Durbin Model · Local Spatial Lag Model. Získáno 2026-06-18 z https://scholargate.app/cs/compare