JOURNAL ARTICLE

Generalized hoeffding-sobol decomposition for dependent variables -application to sensitivity analysis

Gaëlle ChastaingFabrice GamboaClémentine PrieurFabrice Gamboa

Year: 2015 Journal:   arXiv (Cornell University)   Publisher: Cornell University

Abstract

HAL is a multi-disciplinary open access archive for the deposit and dissemination of sci-entific research documents, whether they are pub-lished or not. The documents may come from teaching and research institutions in France or abroad, or from public or private research centers. L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et a ̀ la diffusion de documents scientifiques de niveau recherche, publiés ou non, émanant des établissements d’enseignement et de recherche français ou étrangers, des laboratoires publics ou privés.

Keywords:
Sobol sequence Sensitivity (control systems) Mathematics Decomposition Regression Function (biology) Regression analysis Econometrics Applied mathematics Variance decomposition of forecast errors Statistics Engineering Monte Carlo method

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Citation History

Topics

Probabilistic and Robust Engineering Design
Social Sciences →  Decision Sciences →  Statistics, Probability and Uncertainty
Fatigue and fracture mechanics
Physical Sciences →  Engineering →  Mechanics of Materials
Structural Health Monitoring Techniques
Physical Sciences →  Engineering →  Civil and Structural Engineering

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