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| Μοντέλο Χωροχρονικού Χωρικού Durbin (ST-SDM)× | Χωρικό Μοντέλο Durbin Πάνελ× | |
|---|---|---|
| Πεδίο | Χωρική Ανάλυση | Χωρική Ανάλυση |
| Οικογένεια | Regression model | Regression model |
| Έτος προέλευσης≠ | 2009-2014 | 2009–2010 |
| Δημιουργός≠ | LeSage & Pace; extended to space-time by Elhorst | LeSage & Pace (2009); panel extension by Elhorst (2010) |
| Τύπος≠ | Spatial econometric panel model | Spatial panel regression |
| Θεμελιώδης πηγή≠ | 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 |
| Εναλλακτικές ονομασίες | ST-SDM, spatiotemporal Durbin model, spatial Durbin panel model, space-time SDM | SDM panel, spatial Durbin panel model, panel SDM, PSDM |
| Συναφείς≠ | 6 | 5 |
| Σύνοψη≠ | 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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