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Transformations and invariance in the sensitivity analysis of computer experiments
Borgonovo, E.; Tarantola, S.; Plischke, E.; Morris, M. D. - In: Journal of the Royal Statistical Society Series B 76 (2014) 5, pp. 925-947
type="main" xml:id="rssb12052-abs-0001" <title type="main">Summary</title> <p>Monotonic transformations are widely employed in statistics and data analysis. In computer experiments they are often used to gain accuracy in the estimation of global sensitivity statistics. However, one faces the question of interpreting results...</p>
Persistent link: https://www.econbiz.de/10011148315
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Comparison of global sensitivity analysis techniques and importance measures in PSA
Borgonovo, E.; Apostolakis, G.E.; Tarantola, S.; … - In: Reliability engineering & system safety 79 (2003) 2, pp. 175-186
Persistent link: https://www.econbiz.de/10006823936
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Sensitivity analysis for reliable design verification of nuclear turbosets
Zentner, Irmela; Tarantola, Stefano; de Rocquigny, E. - In: Reliability engineering & system safety 96 (2011) 3, pp. 391-398
Persistent link: https://www.econbiz.de/10008780865
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Adaptive directional stratification for controlled estimation of the probability of a rare event
Munoz Zuniga, M.; Garnier, J.; Remy, E.; de Rocquigny, E. - In: Reliability engineering & system safety 96 (2011) 12, pp. 1691-1713
Persistent link: https://www.econbiz.de/10009797551
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Random balance designs for the estimation of first order global sensitivity indices
Tarantola, S.; Gatelli, D.; Mara, T.A. - In: Reliability engineering & system safety 91 (2006) 6, pp. 717-727
Persistent link: https://www.econbiz.de/10006808480
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Contribution to the sample mean plot for graphical and numerical sensitivity analysis
Bolado-Lavin, R.; Castaings, W.; Tarantola, S. - In: Reliability engineering & system safety 94 (2009) 6, pp. 1041-1049
Persistent link: https://www.econbiz.de/10008226015
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Calculating first-order sensitivity measures: A benchmark of some recent methodologies
Gatelli, D.; Kucherenko, S.; Ratto, M.; Tarantola, S. - In: Reliability engineering & system safety 94 (2009) 7, pp. 1212-1219
Persistent link: https://www.econbiz.de/10008239660
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Creating composite indicators with DEA and robustness analysis: the case of the Technology Achievement Index
Cherchye, L.; Moesen, W.; Rogge, N.; Van Puyenbroeck, T.; … - In: Journal of the Operational Research Society : OR 59 (2008) 2, pp. 239-251
Persistent link: https://www.econbiz.de/10007900158
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Estimating the approximation error when fixing unessential factors in global sensitivity analysis
Sobol’, I.M.; Tarantola, S.; Gatelli, D.; Kucherenko, S.S. - In: Reliability engineering & system safety 92 (2007) 7, pp. 957-960
Persistent link: https://www.econbiz.de/10007603440
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Sensitivity analysis using contribution to sample variance plot: Application to a water hammer model
Tarantola, S.; Kopustinskas, V.; Bolado-Lavin, R.; … - In: Reliability engineering & system safety 99 (2012), pp. 62-74
Persistent link: https://www.econbiz.de/10009821534