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Prostorno-vremenska prostorna regresija×Kriging u prostoru i vremenu×
OblastProstorna analizaProstorna analiza
PorodicaRegression modelRegression model
Godina nastanka1990s–2000s1999
TvoracAnselin, LeSage, Pace and colleagues in spatial econometricsCressie & Huang; Kyriakidis & Journel
TipSpatio-temporal regression modelGeostatistical interpolation
Temeljni izvorLeSage, J. P., & Pace, R. K. (2009). Introduction to Spatial Econometrics. CRC Press / Taylor & Francis. ISBN: 978-1420064247Cressie, N., & Huang, H.-C. (1999). Classes of nonseparable, spatio-temporal stationary covariance functions. Journal of the American Statistical Association, 94(448), 1330-1340. DOI ↗
Drugi nazivispatio-temporal regression, spatial panel regression, space-time regression, ST spatial regressionspatiotemporal kriging, ST-kriging, space-time geostatistical interpolation, kriging in space-time
Srodne64
SažetakSpace-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.Space-Time Kriging is a geostatistical interpolation method that predicts an unknown variable at any location and time by borrowing strength from nearby observations in both space and time simultaneously. It models the joint spatial-temporal covariance structure through a space-time variogram, then uses optimal linear weights to produce predictions with quantified uncertainty.
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ScholarGateUporedite metode: Space-Time Spatial Regression · Space-Time Kriging. Preuzeto 2026-06-17 sa https://scholargate.app/sr/compare