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Lokálny model priestorového oneskorenia×Lokálny priestorový Durbninov model×
OdborPriestorová analýzaPriestorová analýza
RodinaRegression modelRegression model
Rok vzniku1988 (global); 2000s (local extensions)2002–2009
TvorcaAnselin (global SLM, 1988); local extension via Fotheringham, Brunsdon & Charlton (GWR framework, 2002)LeSage & Pace (SDM foundation); local adaptation via Fotheringham et al. GWR framework
TypSpatially varying regression modelSpatially varying regression model
Pôvodný zdrojAnselin, 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
Ďalšie názvylocal SLM, geographically weighted spatial lag model, GW-SLM, spatially varying lag modellocal SDM, geographically weighted Spatial Durbin Model, GW-SDM, spatially varying Durbin model
Príbuzné55
ZhrnutieThe 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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ScholarGatePorovnať metódy: Local Spatial Lag Model · Local Spatial Durbin Model. Získané 2026-06-18 z https://scholargate.app/sk/compare