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Regresia spațio-temporală spațială×Modelul de eroare spațială (SEM)×
DomeniuAnaliză spațialăAnaliză spațială
FamilieRegression modelRegression model
Anul apariției1990s–2000s1988
Autorul originalAnselin, LeSage, Pace and colleagues in spatial econometricsAnselin
TipSpatio-temporal regression modelSpatial regression (spatially autocorrelated errors)
Sursa seminalăLeSage, 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 ↗
Denumiri alternativespatio-temporal regression, spatial panel regression, space-time regression, ST spatial regressionSEM, spatial error regression, spatial autoregressive error model, Uzamsal Hata Modeli (SEM / Spatial Error)
Înrudite65
RezumatSpace-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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  1. v1
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  3. PUBLISHED

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ScholarGateCompară metode: Space-Time Spatial Regression · Spatial Error Model. Preluat la 2026-06-15 de pe https://scholargate.app/ro/compare