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시공간 공간 더빈 모델(ST-SDM)×공간 더빈 모형(SDM)×
분야공간분석공간분석
계열Regression modelRegression model
기원 연도2009-20142009
창시자LeSage & Pace; extended to space-time by ElhorstLeSage & Pace
유형Spatial econometric panel modelSpatial regression model
원전LeSage, J. P., & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press / Taylor & Francis. ISBN: 978-1420064247LeSage, J. & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press. DOI ↗
별칭ST-SDM, spatiotemporal Durbin model, spatial Durbin panel model, space-time SDMSDM, spatial mixed model, uzamsal durbin modeli
관련65
요약The 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 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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