Panel Universal Kriging
Panel Universal Kriging extends Universal Kriging to data structures with repeated spatial observations over time (panel or longitudinal format). It simultaneously estimates a deterministic trend surface — incorporating covariates that vary across both space and time — and a stochastic spatially correlated residual, pooling information across all time periods to improve prediction accuracy and parameter stability.
Source record
Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.
- Matheron, G. (1963). Principles of geostatistics. Economic Geology, 58(8), 1246–1266. · DOI 10.2113/gsecongeo.58.8.1246
- Cressie, N. A. C. (1993). Statistics for Spatial Data (Revised ed.). Wiley-Interscience. · ISBN 978-0471002550
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Related methods
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