Regression modelGIS / spatial
全局空间面板模型
全局空间面板模型通过纳入一个同时连接所有地点与所有其他地点的全局空间权重矩阵，扩展了面板数据回归。它联合考虑了横截面空间依赖性、时间序列动态性以及个体固定效应或随机效应，使其成为当空间溢出作用于整个研究区域时的面板数据标准工具。
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Method map
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来源
- Elhorst, J. P. (2014). Spatial Econometrics: From Cross-Sectional Data to Spatial Panels. Springer. ISBN: 978-3642403408
- Lee, L. F., & Yu, J. (2010). Estimation of spatial autoregressive panel data models with fixed effects. Journal of Econometrics, 154(2), 165-185. DOI: 10.1016/j.jeconom.2009.08.001 ↗
如何引用本页
ScholarGate. (2026, June 3). Global Spatial Panel Model. ScholarGate. https://scholargate.app/zh/spatial-analysis/global-spatial-panel-model
Which method?
Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.
- 地理加权回归 (GWR)空间分析↔ compare
- 空间杜宾模型 (SDM)空间分析↔ compare
- 空间误差模型 (SEM)空间分析↔ compare
- 空间滞后模型（SAR / 空间自回归）空间分析↔ compare