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グローバル空間ダービンモデル(SDM)×空間ラグモデル(SAR / 空間自己回帰)×
分野空間分析空間分析
系統Regression modelRegression model
提唱年20091988
提唱者Durbin (1960); adapted to spatial context by LeSage & Pace (2009)Anselin (textbook formalisation); LeSage & Pace
種類Spatial regression modelSpatial autoregressive regression
原典LeSage, J. P., & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press / Taylor & Francis. ISBN: 978-1420064247Anselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic. DOI ↗
別名SDM, Spatial Durbin Model, global SDM, spatially lagged X model with spatial lagSAR model, spatial autoregressive model, spatial lag, Uzamsal Gecikme Modeli (SAR / Spatial Lag)
関連55
概要The Global Spatial Durbin Model extends the spatial lag model by including not only a spatially lagged dependent variable but also spatially lagged independent variables (WX). A single set of global coefficients applies uniformly across all locations, making it suitable for estimating average spillover effects when spatial dependence is pervasive throughout the study region.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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ScholarGate手法を比較: Global Spatial Durbin Model · Spatial Lag Model. 2026-06-18に以下より取得 https://scholargate.app/ja/compare