Порівняння методів
Переглядайте обрані методи поруч; рядки з відмінностями підсвічено.
| Просторовий лаговий модель (SAR / просторовий авторегресійний)× | Модель фіксованих ефектів панельних даних× | |
|---|---|---|
| Галузь≠ | Просторовий аналіз | Економетрика |
| Родина | Regression model | Regression model |
| Рік появи≠ | 1988 | 2014 |
| Автор методу≠ | Anselin (textbook formalisation); LeSage & Pace | Hsiao (textbook treatment); within transformation of panel data |
| Тип≠ | Spatial autoregressive regression | Panel data regression |
| Основоположне джерело≠ | Anselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic. DOI ↗ | Hsiao, C. (2014). Analysis of Panel Data (3rd ed.). Cambridge University Press. DOI ↗ |
| Інші назви | SAR model, spatial autoregressive model, spatial lag, Uzamsal Gecikme Modeli (SAR / Spatial Lag) | fixed effects model, within estimator, panel fixed-effects regression, Panel Veri — Sabit Etkiler Modeli |
| Пов'язані | 5 | 5 |
| Підсумок≠ | The Spatial Lag Model is an autoregressive regression that assumes spatial dependence in the dependent variable itself: the outcome values of neighbouring units enter the model as an explanatory term (ρWy). It was formalised in Anselin's Spatial Econometrics (1988) and developed further by LeSage and Pace (2009), and it decomposes spillover effects into direct, indirect, and total impacts. | The Panel Data Fixed Effects model estimates relationships from panel data (the same units observed over several time periods) while controlling for unit- and/or time-specific effects, supporting causal inference. It is developed as the within estimator in standard treatments such as Hsiao's Analysis of Panel Data (2014). |
| ScholarGateНабір даних ↗ |
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