Сравнение методов
Просматривайте выбранные методы рядом; строки с различиями подсвечены.
| Spatial Lag Model× | Модель с фиксированными эффектами для панельных данных× | |
|---|---|---|
| Область≠ | Пространственный анализ | Эконометрика |
| Семейство | Regression model | Regression model |
| Год появления≠ | 1988 | 2014 |
| Автор метода≠ | Anselin (textbook formalisation); LeSage & Pace | Hsiao (textbook treatment); within transformation of panel data |
| Тип≠ | Spatial autoregressive regression | Panel data regression |
| Основополагающий источник≠ | Anselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic. DOI ↗ | Hsiao, C. (2014). Analysis of Panel Data (3rd ed.). Cambridge University Press. DOI ↗ |
| Другие названия | 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 |
| Связанные | 5 | 5 |
| Сводка≠ | 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). |
| ScholarGateНабор данных ↗ |
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