Methoden vergleichen
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| Raum-Zeit-Fehlermodell× | Raum-Zeit-Modell mit räumlichem Lag× | |
|---|---|---|
| Fachgebiet | Räumliche Analyse | Räumliche Analyse |
| Familie | Regression model | Regression model |
| Entstehungsjahr≠ | 1988 (SEM); 2003 (panel/space-time extension) | 2003-2008 |
| Urheber≠ | Anselin (1988); panel extension by Elhorst (2003, 2014) | Anselin, Le Gallo & Jayet; Elhorst |
| Typ | Spatial panel regression | Spatial panel regression |
| Wegweisende Quelle≠ | Anselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic Publishers. ISBN: 978-9024737247 | Anselin, L., Le Gallo, J., & Jayet, H. (2008). Spatial Panel Econometrics. In L. Matyas & P. Sevestre (Eds.), The Econometrics of Panel Data (pp. 625-660). Springer. link ↗ |
| Aliasnamen | SEM panel, spatial error panel model, space-time SEM, spatiotemporal error model | ST-SAR, spatial-temporal lag model, spatiotemporal autoregressive model, space-time SAR model |
| Verwandt≠ | 6 | 5 |
| Zusammenfassung≠ | 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 Space-Time Spatial Lag Model extends the classic spatial autoregressive (SAR) lag model to panel data, capturing how the outcome in each location at each time point is influenced by the contemporaneous outcomes of neighboring locations, while also controlling for unit-specific and time-specific fixed effects. |
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