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تحليل الانحدار المكاني للبيانات المقطعية (Panel Spatial Regression)×نموذج التباطؤ المكاني (SAR / الانحدار الذاتي المكاني)×
المجالالتحليل المكانيالتحليل المكاني
العائلةRegression modelRegression model
سنة النشأة1988-20141988
صاحب الطريقةAnselin, Elhorst, and colleagues in spatial econometricsAnselin (textbook formalisation); LeSage & Pace
النوعSpatial panel regressionSpatial autoregressive regression
المصدر التأسيسيElhorst, J. P. (2014). Spatial Econometrics: From Cross-Sectional Data to Spatial Panels. Springer. ISBN: 978-3642403408Anselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic. DOI ↗
الأسماء البديلةspatial panel model, panel spatial econometrics, spatial panel data regression, PSRSAR model, spatial autoregressive model, spatial lag, Uzamsal Gecikme Modeli (SAR / Spatial Lag)
ذات صلة65
الملخصPanel Spatial Regression extends standard panel data models by explicitly accounting for spatial dependence among cross-sectional units observed over time. It combines the temporal control of panel fixed or random effects with a spatial weights matrix that encodes geographic or network proximity, yielding unbiased and efficient estimates when observations are spatially correlated across units.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.
ScholarGateمجموعة البيانات
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  2. 2 المصادر
  3. PUBLISHED
  1. v1
  2. 2 المصادر
  3. PUBLISHED

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ScholarGateقارن الطرق: Panel Spatial Regression · Spatial Lag Model. استُرجع بتاريخ 2026-06-15 من https://scholargate.app/ar/compare