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ArticleDifferent numerical estimators for main effect global sensitivity indices

Sergei S. Kucherenko2017

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Articlegreen2017

Different numerical estimators for main effect global sensitivity indices

Sergei S. Kucherenko · Shufang Song

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

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Probabilistic and Robust Engineering Design Mathematical Approximation and Integration Gaussian Processes and Bayesian Inference

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References

2001Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates 2009Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index 2002Making best use of model evaluations to compute sensitivity indices 2016Sensitivity analysis of environmental models: A systematic review with practical workflow 2010Adaptive sparse polynomial chaos expansion based on least angle regression 2002Sensitivity Analysis in Practice 2006Estimating the approximation error when fixing unessential factors in global sensitivity analysis 2011Estimation of global sensitivity indices for models with dependent variables

Cited by

2019Global sensitivity analysis using orthogonal augmented radial basis function 2022Global sensitivity analysis: A novel generation of mighty estimators based on rank statistics 2019Efficient Evaluation of Reliability-Oriented Sensitivity Indices 2018Quantile based global sensitivity measures 2020An effective strategy for combining variance- and distribution-based global sensitivity analysis

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Details

Year2017

Typearticle

Published2017-04-13

VenueReliability Engineering & System Safety

ISSN-L0951-8320

Languageen

Citations64

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.ress.2017.04.003

openalex_workW2962811482

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2021Sobol’ main effect index: an Innovative Algorithm (IA) using Dynamic Adaptive Variances

2020Reliability and global sensitivity analysis for an airplane slat mechanism considering wear degradation

2021Global Sensitivity Analysis and Wasserstein Spaces