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패널 공간 자기상관×패널 공간 오차 모형×
분야공간분석공간분석
계열Regression modelRegression model
기원 연도1988–20031988 / 2003
창시자Anselin, L.; Elhorst, J. P.Anselin (1988); extended to panels by Elhorst (2003, 2014)
유형Diagnostic test / exploratory statisticSpatial econometric panel model
원전Anselin, L. (2013). Spatial Econometrics: Methods and Models. Springer Netherlands. (Originally published 1988.) ISBN: 978-9401577991Elhorst, J. P. (2014). Spatial Econometrics: From Cross-Sectional Data to Spatial Panels. Springer. ISBN: 978-3642403408
별칭spatial autocorrelation in panel data, panel spatial dependence, spatio-temporal autocorrelation, cross-sectional dependence in panelspanel SEM, spatial error panel model, panel spatial autocorrelation error model, SEM panel
관련55
요약Panel Spatial Autocorrelation measures whether observations that are geographically close also tend to have similar values across repeated time periods. It extends classic cross-sectional spatial autocorrelation statistics such as Moran's I to panel data, enabling researchers to detect spatial dependence consistently over time and to diagnose whether a panel regression model requires a spatial component.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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