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| Mô hình Durbin Không gian Thời gian-Không gian (ST-SDM)× | Mô hình Panel Spatial Durbin (PSDM)× | |
|---|---|---|
| Lĩnh vực | Phân tích không gian | Phân tích không gian |
| Họ | Regression model | Regression model |
| Năm ra đời≠ | 2009-2014 | 2009–2010 |
| Người khởi xướng≠ | LeSage & Pace; extended to space-time by Elhorst | LeSage & Pace (2009); panel extension by Elhorst (2010) |
| Loại≠ | Spatial econometric panel model | Spatial panel regression |
| Công trình gốc≠ | LeSage, J. P., & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press / Taylor & Francis. ISBN: 978-1420064247 | Elhorst, J. P. (2014). Spatial Econometrics: From Cross-Sectional Data to Spatial Panels. Springer. ISBN: 978-3642403408 |
| Tên gọi khác | ST-SDM, spatiotemporal Durbin model, spatial Durbin panel model, space-time SDM | SDM panel, spatial Durbin panel model, panel SDM, PSDM |
| Liên quan≠ | 6 | 5 |
| Tóm tắt≠ | 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 Panel Spatial Durbin Model (PSDM) extends the cross-sectional Spatial Durbin Model to panel data, capturing both spatial lag dependence in the outcome and spatial spillovers from neighbouring units' explanatory variables across multiple time periods. It simultaneously accounts for unobserved unit-specific and time-specific heterogeneity, making it one of the most comprehensive spatial panel specifications available. |
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