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رگرسیون فضایی-زمانی فضایی×مدل خطای فضایی (SEM)×
حوزهتحلیل فضاییتحلیل فضایی
خانوادهRegression modelRegression model
سال پیدایش1990s–2000s1988
پدیدآورAnselin, LeSage, Pace and colleagues in spatial econometricsAnselin
نوعSpatio-temporal regression modelSpatial regression (spatially autocorrelated errors)
منبع بنیادینLeSage, J. P., & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press / Taylor & Francis. ISBN: 978-1420064247Anselin, L. (1988). Spatial Econometrics: Methods and Models. Kluwer Academic. DOI ↗
نام‌های دیگرspatio-temporal regression, spatial panel regression, space-time regression, ST spatial regressionSEM, spatial error regression, spatial autoregressive error model, Uzamsal Hata Modeli (SEM / Spatial Error)
مرتبط65
خلاصهSpace-Time Spatial Regression extends classical spatial regression to panel settings where georeferenced units are observed across multiple time periods. By embedding a spatial weights matrix into a panel regression framework, it simultaneously controls for spatial dependence among cross-sectional units and temporal dynamics, yielding unbiased and consistent estimates in spatio-temporal data.The Spatial Error Model, developed within Anselin's spatial econometrics framework (1988), is a regression model that assumes spatial dependence enters through the error term: the disturbances of neighbouring units are correlated. It is used when unobserved shared factors make the errors of nearby observations move together, and it is estimated by maximum likelihood or GMM rather than ordinary least squares.
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ScholarGateمقایسهٔ روش‌ها: Space-Time Spatial Regression · Spatial Error Model. بازیابی‌شده در 2026-06-15 از https://scholargate.app/fa/compare