Comparer des méthodes
Examinez les méthodes sélectionnées côte à côte ; les lignes qui diffèrent sont mises en évidence.
| Modèle d'erreur spatiale spatio-temporel× | Modèle de Durbin spatial espace-temps (ST-SDM)× | |
|---|---|---|
| Domaine | Analyse spatiale | Analyse spatiale |
| Famille | Regression model | Regression model |
| Année d'origine≠ | 1988 (SEM); 2003 (panel/space-time extension) | 2009-2014 |
| Auteur d'origine≠ | Anselin (1988); panel extension by Elhorst (2003, 2014) | LeSage & Pace; extended to space-time by Elhorst |
| Type≠ | Spatial panel regression | Spatial econometric panel model |
| Source fondatrice≠ | Anselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic Publishers. ISBN: 978-9024737247 | LeSage, J. P., & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press / Taylor & Francis. ISBN: 978-1420064247 |
| Alias | SEM panel, spatial error panel model, space-time SEM, spatiotemporal error model | ST-SDM, spatiotemporal Durbin model, spatial Durbin panel model, space-time SDM |
| Apparentées | 6 | 6 |
| Résumé≠ | 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 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. |
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