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AjaRuumiRuumiRegressioon×Ruumi viivis mudel (SAR / ruumiline autoregressiivne)×
ValdkondRuumianalüüsRuumianalüüs
PerekondRegression modelRegression model
Tekkeaasta1990s–2000s1988
LoojaAnselin, LeSage, Pace and colleagues in spatial econometricsAnselin (textbook formalisation); LeSage & Pace
TüüpSpatio-temporal regression modelSpatial autoregressive regression
AlgallikasLeSage, 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 ↗
Rööpnimetusedspatio-temporal regression, spatial panel regression, space-time regression, ST spatial regressionSAR model, spatial autoregressive model, spatial lag, Uzamsal Gecikme Modeli (SAR / Spatial Lag)
Seotud65
KokkuvõteSpace-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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ScholarGateVõrdle meetodeid: Space-Time Spatial Regression · Spatial Lag Model. Loetud 2026-06-17 aadressilt https://scholargate.app/et/compare