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Calculations of Sobol indices for the Gaussian process metamodel · Study

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ArticleCalculations of Sobol indices for the Gaussian process metamodel

Amandine Marrel2008

OA

Articlegreen2008

Calculations of Sobol indices for the Gaussian process metamodel

Amandine Marrel · Bertrand Iooss · Olivier Roustant

331 citations·0/0 files stored·Reliability Engineering & System Safety

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Probabilistic and Robust Engineering Design Advanced Multi-Objective Optimization Algorithms Gaussian Processes and Bayesian Inference

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References

1992STATISTICS FOR SPATIAL DATA 2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code 1989Design and Analysis of Computer Experiments 1993Statistics for Spatial Data 1988Empirical Model Building and Response Surfaces 1993Statistics for Spatial Data.1979A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code 2000Geostatistics: Modeling Spatial Uncertainty

Cited by

2013Asymptotic normality and efficiency of two Sobol index estimators 2013Making sense of global sensitivity analyses 2014Global sensitivity analysis with dependence measures 2020Surrogate-assisted global sensitivity analysis: an overview 2013Numerical studies of space-filling designs: optimization of Latin Hypercube Samples and subprojection properties 2020Reliability analysis with stratified importance sampling based on adaptive Kriging

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Details

Year2008

Typearticle

Published2008-07-24

VenueReliability Engineering & System Safety

ISSN-L0951-8320

Languageen

Citations331

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.ress.2008.07.008

openalex_workW2113117406

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2015Metamodel-Based Sensitivity Analysis: Polynomial Chaos Expansions and Gaussian Processes

2017Metamodel-Based Sensitivity Analysis: Polynomial Chaos Expansions and Gaussian Processes