方法对比
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| 时空空间误差模型× | 面板空间误差模型× | |
|---|---|---|
| 领域 | 空间分析 | 空间分析 |
| 方法族 | Regression model | Regression model |
| 起源年份≠ | 1988 (SEM); 2003 (panel/space-time extension) | 1988 / 2003 |
| 提出者≠ | Anselin (1988); panel extension by Elhorst (2003, 2014) | Anselin (1988); extended to panels by Elhorst (2003, 2014) |
| 类型≠ | Spatial panel regression | Spatial econometric panel model |
| 开创性文献≠ | Anselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic Publishers. ISBN: 978-9024737247 | Elhorst, J. P. (2014). Spatial Econometrics: From Cross-Sectional Data to Spatial Panels. Springer. ISBN: 978-3642403408 |
| 别名 | SEM panel, spatial error panel model, space-time SEM, spatiotemporal error model | panel SEM, spatial error panel model, panel spatial autocorrelation error model, SEM panel |
| 相关≠ | 6 | 5 |
| 摘要≠ | The Space-Time Spatial Error Model (space-time SEM) is a spatial panel regression technique that accounts for spatial dependence confined to the error term across geographic units and time periods. It corrects biased inference caused by spatially correlated disturbances while estimating covariate effects on a panel of spatial observations. | 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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