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Ruimtelijke Regressie voor Ruimte-Tijd×Spatiaal Lag Model (SAR / Spatiale Autoregressie)×
VakgebiedRuimtelijke analyseRuimtelijke analyse
FamilieRegression modelRegression model
Jaar van ontstaan1990s–2000s1988
GrondleggerAnselin, LeSage, Pace and colleagues in spatial econometricsAnselin (textbook formalisation); LeSage & Pace
TypeSpatio-temporal regression modelSpatial autoregressive regression
Oorspronkelijke bronLeSage, 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 ↗
Aliassenspatio-temporal regression, spatial panel regression, space-time regression, ST spatial regressionSAR model, spatial autoregressive model, spatial lag, Uzamsal Gecikme Modeli (SAR / Spatial Lag)
Verwant65
SamenvattingSpace-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.
ScholarGateGegevensset
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  3. PUBLISHED
  1. v1
  2. 2 Bronnen
  3. PUBLISHED

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ScholarGateMethoden vergelijken: Space-Time Spatial Regression · Spatial Lag Model. Geraadpleegd op 2026-06-17 via https://scholargate.app/nl/compare