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Ruumi-Durbini mudel (SDM)×Geograafiliselt Kaalutud Regressioon (GWR)×
ValdkondRuumianalüüsRuumianalüüs
PerekondRegression modelRegression model
Tekkeaasta20092002
LoojaLeSage & PaceFotheringham, Brunsdon & Charlton
TüüpSpatial regression modelLocal spatial regression
AlgallikasLeSage, J. & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press. DOI ↗Fotheringham, A. S., Brunsdon, C., & Charlton, M. (2002). Geographically Weighted Regression: The Analysis of Spatially Varying Relationships. Wiley. ISBN: 978-0471496168
RööpnimetusedSDM, spatial mixed model, uzamsal durbin modeliGWR, local regression, spatially varying coefficient regression, Coğrafi Ağırlıklı Regresyon (GWR)
Seotud55
KokkuvõteThe 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.Geographically Weighted Regression is a local regression method, introduced by Fotheringham, Brunsdon and Charlton (2002), that allows the regression coefficients to vary across space. Instead of one global equation, it fits a separate set of coefficients at every location, capturing spatial heterogeneity in the relationships.
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ScholarGateVõrdle meetodeid: Spatial Durbin Model · Geographically Weighted Regression. Loetud 2026-06-18 aadressilt https://scholargate.app/et/compare