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空間ラグモデル(SAR / 空間自己回帰)×空間的ダービンモデル (SDM)×
分野空間分析空間分析
系統Regression modelRegression model
提唱年19882009
提唱者Anselin (textbook formalisation); LeSage & PaceLeSage & Pace
種類Spatial autoregressive regressionSpatial regression model
原典Anselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic. DOI ↗LeSage, J. & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press. DOI ↗
別名SAR model, spatial autoregressive model, spatial lag, Uzamsal Gecikme Modeli (SAR / Spatial Lag)SDM, spatial mixed model, uzamsal durbin modeli
関連55
概要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.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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ScholarGate手法を比較: Spatial Lag Model · Spatial Durbin Model. 2026-06-17に以下より取得 https://scholargate.app/ja/compare