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시공간 공간 패널 모형×공간 더빈 모형(SDM)×
분야공간분석공간분석
계열Regression modelRegression model
기원 연도2003–20142009
창시자J. Paul ElhorstLeSage & Pace
유형Spatial panel regressionSpatial regression model
원전Elhorst, J. P. (2014). Spatial Econometrics: From Cross-Sectional Data to Spatial Panels. Springer. ISBN: 978-3642403408LeSage, J. & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press. DOI ↗
별칭ST-SPM, spatiotemporal panel model, space-time panel econometrics, dynamic spatial panel modelSDM, spatial mixed model, uzamsal durbin modeli
관련55
요약The Space-Time Spatial Panel Model extends standard spatial panel econometrics to jointly account for cross-sectional spatial dependence, temporal autocorrelation, and unit-level heterogeneity. It allows outcomes in one location and time period to be influenced by outcomes in neighboring locations and by the location's own past, making it the canonical framework for dynamic spatiotemporal panel data analysis.The Spatial Durbin Model is a general spatial regression model that includes a spatial lag of both the dependent variable (ρWy) and the explanatory variables (WXθ). Introduced as the recommended starting point by LeSage and Pace (2009), it nests the spatial autoregressive (SAR) and spatial error (SEM) models as special cases.
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