Information theory for correlation analysis and estimation of uncertainty reduction in maps and models

DOI10.3390/E15041464zbMath1302.86031OpenAlexW2163163027MaRDI QIDQ742699

J. Florian Wellmann

Publication date: 19 September 2014

Published in: Entropy (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3390/e15041464

zbMATH Keywords

uncertaintymutual informationinformation theoryspatial analysisgeological modellingmultivariate conditional entropy

Mathematics Subject Classification ID

Measures of association (correlation, canonical correlation, etc.) (62H20) Geostatistics (86A32) Measures of information, entropy (94A17)

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A segmentation approach for stochastic geological modeling using hidden Markov random fields ⋮ Sampling strategies for uncertainty reduction in categorical random fields: formulation, mathematical analysis and application to multiple-point simulations

Cites Work

• A Mathematical Theory of Communication
• Dynamic data integration for structural modeling: Model screening approach using a distance-based model parameterization
• Unnamed Item

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