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Panel Ordinary Kriging×Obični kriging×
OblastProstorna analizaProstorna analiza
PorodicaRegression modelRegression model
Godina nastanka1963 (Ordinary Kriging origin); panel extensions formalized in 1990s–2000s1963
TvoracExtension of Ordinary Kriging (Matheron, 1963) to panel/longitudinal spatial settingsGeorges Matheron (formalising D.G. Krige's empirical work)
TipGeostatistical spatial interpolationGeostatistical interpolation
Temeljni izvorCressie, N. A. C. (1993). Statistics for Spatial Data (revised ed.). Wiley-Interscience. ISBN: 978-0471002550Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246-1266. DOI ↗
Drugi naziviordinary kriging for panel data, longitudinal ordinary kriging, repeated-measures spatial kriging, panel geostatistical interpolationOK, kriging interpolation, geostatistical interpolation, BLUE spatial predictor
Srodne64
SažetakPanel Ordinary Kriging extends the classical geostatistical interpolation method — Ordinary Kriging — to panel (longitudinal) datasets where the same set of spatial locations is observed repeatedly over multiple time periods. It produces optimal linear unbiased predictions at unsampled locations for each time slice, accounting for spatial dependence while leveraging the temporal structure of the repeated observations.Ordinary Kriging (OK) is the standard geostatistical method for interpolating a continuous spatial variable at unsampled locations. It derives optimal, unbiased weights from the spatial covariance structure of the data, making it the Best Linear Unbiased Predictor (BLUP) under stationarity assumptions. Unlike simpler distance-based methods, it also provides a prediction uncertainty (kriging variance) at every interpolated point.
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ScholarGateUporedite metode: Panel Ordinary Kriging · Ordinary Kriging. Preuzeto 2026-06-18 sa https://scholargate.app/sr/compare