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공간-시간 공간 오차 모형×패널 공간 오차 모형×
분야공간분석공간분석
계열Regression modelRegression model
기원 연도1988 (SEM); 2003 (panel/space-time extension)1988 / 2003
창시자Anselin (1988); panel extension by Elhorst (2003, 2014)Anselin (1988); extended to panels by Elhorst (2003, 2014)
유형Spatial panel regressionSpatial econometric panel model
원전Anselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic Publishers. ISBN: 978-9024737247Elhorst, J. P. (2014). Spatial Econometrics: From Cross-Sectional Data to Spatial Panels. Springer. ISBN: 978-3642403408
별칭SEM panel, spatial error panel model, space-time SEM, spatiotemporal error modelpanel SEM, spatial error panel model, panel spatial autocorrelation error model, SEM panel
관련65
요약The Space-Time Spatial Error Model (space-time SEM) is a spatial panel regression technique that accounts for spatial dependence confined to the error term across geographic units and time periods. It corrects biased inference caused by spatially correlated disturbances while estimating covariate effects on a panel of spatial observations.The Panel Spatial Error Model (panel SEM) extends the classical spatial error model to panel data, allowing spatial dependence to enter through the error term across cross-sectional units over multiple time periods. It accounts for spatially correlated omitted variables without imposing a substantive spatial spillover in the outcome itself.
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