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Model Durbin Spatial Lokal×Model Durbin Spatial (SDM)×
BidangAnalisis ReruangAnalisis Reruang
KeluargaRegression modelRegression model
Tahun asal2002–20092009
PengasasLeSage & Pace (SDM foundation); local adaptation via Fotheringham et al. GWR frameworkLeSage & Pace
JenisSpatially varying regression modelSpatial regression model
Sumber perintisLeSage, J. P., & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press / Taylor & Francis. ISBN: 978-1420064247LeSage, J. & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press. DOI ↗
Aliaslocal SDM, geographically weighted Spatial Durbin Model, GW-SDM, spatially varying Durbin modelSDM, spatial mixed model, uzamsal durbin modeli
Berkaitan55
RingkasanThe 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 Spatial Durbin Model is a general spatial regression model that includes a spatial lag of both the dependent variable (ρWy) and the explanatory variables (WXθ). Introduced as the recommended starting point by LeSage and Pace (2009), it nests the spatial autoregressive (SAR) and spatial error (SEM) models as special cases.
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ScholarGateBandingkan kaedah: Local Spatial Durbin Model · Spatial Durbin Model. Dicapai 2026-06-17 daripada https://scholargate.app/ms/compare