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Model Lag Ruang Setempat×Model Lag Angkasa (SAR / Spatial Autoregressive)×
BidangAnalisis ReruangAnalisis Reruang
KeluargaRegression modelRegression model
Tahun asal1988 (global); 2000s (local extensions)1988
PengasasAnselin (global SLM, 1988); local extension via Fotheringham, Brunsdon & Charlton (GWR framework, 2002)Anselin (textbook formalisation); LeSage & Pace
JenisSpatially varying regression modelSpatial autoregressive regression
Sumber perintisAnselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic Publishers. ISBN: 978-9024737215Anselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic. DOI ↗
Aliaslocal SLM, geographically weighted spatial lag model, GW-SLM, spatially varying lag modelSAR model, spatial autoregressive model, spatial lag, Uzamsal Gecikme Modeli (SAR / Spatial Lag)
Berkaitan55
RingkasanThe 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 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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ScholarGateBandingkan kaedah: Local Spatial Lag Model · Spatial Lag Model. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare