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Telpiskās regresijas laika un telpas analīze×Telpiskās nobīdes modelis (SAR / Telpiskais autoregresīvais)×
NozareTelpiskā analīzeTelpiskā analīze
SaimeRegression modelRegression model
Izcelsmes gads1990s–2000s1988
AutorsAnselin, LeSage, Pace and colleagues in spatial econometricsAnselin (textbook formalisation); LeSage & Pace
TipsSpatio-temporal regression modelSpatial autoregressive regression
PirmavotsLeSage, 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 ↗
Citi nosaukumispatio-temporal regression, spatial panel regression, space-time regression, ST spatial regressionSAR model, spatial autoregressive model, spatial lag, Uzamsal Gecikme Modeli (SAR / Spatial Lag)
Saistītās65
KopsavilkumsSpace-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 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.
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ScholarGateSalīdzināt metodes: Space-Time Spatial Regression · Spatial Lag Model. Izgūts 2026-06-17 no https://scholargate.app/lv/compare