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時空間空間型ダービンモデル(ST-SDM)×空間誤差モデル(SEM)×
分野空間分析空間分析
系統Regression modelRegression model
提唱年2009-20141988
提唱者LeSage & Pace; extended to space-time by ElhorstAnselin
種類Spatial econometric panel modelSpatial regression (spatially autocorrelated errors)
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ST-SDM, spatiotemporal Durbin model, spatial Durbin panel model, space-time SDMSEM, spatial error regression, spatial autoregressive error model, Uzamsal Hata Modeli (SEM / Spatial Error)
関連65
概要The Space-Time Spatial Durbin Model extends the cross-sectional Spatial Durbin Model to panel data, simultaneously capturing spatial spillovers in both the dependent variable and the explanatory variables across space and over time. It is the most general and flexible specification in the spatial panel family, nesting the spatial lag and spatial error models as special cases.The Spatial Error Model, developed within Anselin's spatial econometrics framework (1988), is a regression model that assumes spatial dependence enters through the error term: the disturbances of neighbouring units are correlated. It is used when unobserved shared factors make the errors of nearby observations move together, and it is estimated by maximum likelihood or GMM rather than ordinary least squares.
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ScholarGate手法を比較: Space-Time Spatial Durbin Model · Spatial Error Model. 2026-06-15に以下より取得 https://scholargate.app/ja/compare