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空間SACモデル×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James LeSage & R. Kelley PaceAnselin (textbook formalisation); LeSage & Pace
種類Combined spatial dependence regression modelSpatial autoregressive regression
原典LeSage, J., & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press. ISBN: 978-1-4200-6424-7Anselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic. DOI ↗
別名SARAR Model, Spatial Autoregressive Model with Autoregressive Disturbances, Cliff-Ord Combined Model, Uzamsal Otoregresif Birleşik ModelSAR model, spatial autoregressive model, spatial lag, Uzamsal Gecikme Modeli (SAR / Spatial Lag)
関連35
概要The Spatial Autoregressive Combined (SAC) model, also known as the SARAR model, simultaneously accounts for spatial dependence in both the dependent variable and the error term. Formalized by LeSage and Pace (2009), the SAC model combines the spatial lag model and the spatial error model into a single framework, estimating two distinct spatial autoregressive parameters — one capturing substantive spatial interaction among outcomes and another capturing residual spatial correlation among disturbances.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: Spatial SAC Model · Spatial Lag Model. 2026-06-15に以下より取得 https://scholargate.app/ja/compare