Kriging prediction intervals based on semiparametric bootstrap

DOI10.1007/s11004-010-9302-9zbMath1203.62167OpenAlexW1978256751MaRDI QIDQ616050

Lina Schelin, Sara Sjöstedt-de Luna

Publication date: 7 January 2011

Published in: Mathematical Geosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11004-010-9302-9

zbMATH Keywords

random fieldpredictive inferencespatial processordinary kriging

Mathematics Subject Classification ID

Inference from stochastic processes and prediction (62M20) Exact distribution theory in statistics (62E15) Nonparametric statistical resampling methods (62G09)

Related Items

Prediction intervals for integrals of Gaussian random fields, A nonparametric bootstrap method for spatial data

Uses Software

• TOMLAB

Cites Work

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• On asymptotic distribution and asymptotic efficiency of least squares estimators of spatial variogram parameters
• The jackknife and bootstrap
• Some properties of weakly approaching sequences of distributions
• The Bootstrap and Kriging Prediction Intervals
• Weakly approaching sequences of random distributions
• Application of Least Squares Regression to Relationships Containing Auto- Correlated Error Terms
• The bootstrap and Edgeworth expansion