Concepedia

Sensitivity Analysis

Sensitivity Analysis is a systematic method for assessing the stability and reliability of model outcomes by quantifying the extent to which variations in input parameters or assumptions influence the results, while distinguishing between competing sources of uncertainty within a given analytical framework.

6K

Publications

385.3K

Citations

13.2K

Authors

3.2K

Institutions

Publications per year

2017–2026

1.3K

Parents

Children

Publications

6K

Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates

I. M. Sobol · Mathematics and Computers in Simulation · 2001 · 6.1K citations

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Sensitivity Analysis in Observational Research: Introducing the E-Value

Tyler J. VanderWeele, Peng Ding · Annals of Internal Medicine · 2017 · 5.7K citations · Full text

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Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index

Andrea Saltelli, Paola Annoni, Ivano Azzini et al. · Computer Physics Communications · 2009 · 3.3K citations

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Sensitivity Estimates for Nonlinear Mathematical Models

I. M. Sobol · Medical Entomology and Zoology · 1990 · 2.8K citations

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Structural optimization using sensitivity analysis and a level-set method

Grégoire Allaire, François Jouve, Anca-Maria Toader · Journal of Computational Physics · 2003 · 2.7K citations · Full text

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1–5 of 6K

Authors

13.2K

  1. AS
    Andrea Saltelli

    Joint Research Centre, Italy

    59 publications · 23.8K citations

    43

    h-index

  2. ST
    Stefano Tarantola

    Joint Research Centre, Italy

    51 publications · 15.1K citations

    41

    h-index

  3. ZL
    Zhenzhou Lü

    Northwestern Polytechnical University, China

    56 publications · 2.4K citations

    29

    h-index

  4. JH
    J.C. Helton

    Arizona State University, United States

    32 publications · 6.6K citations

    26

    h-index

  5. EB
    Emanuele Borgonovo

    Bocconi University, Italy

    33 publications · 3.1K citations

    23

    h-index

1–5 of 13.2K

Institutions

3.2K

  1. Joint Research Centre

    Ispra, Italy

    52 h-index

    172 publications

    65.9K citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    38 h-index

    159 publications

    9.7K citations

  3. Northwestern Polytechnical University

    Xi'an, China

    35 h-index

    337 publications

    12.6K citations

  4. Centre National de la Recherche Scientifique

    Paris, France

    35 h-index

    199 publications

    9.2K citations

  5. Imperial College London

    London, United Kingdom

    32 h-index

    95 publications

    8.4K citations

  6. Arizona State University

    Tempe, United States

    32 h-index

    65 publications

    6.9K citations

  7. Virginia Tech

    Blacksburg, United States

    31 h-index

    119 publications

    5.2K citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    31 h-index

    119 publications

    6.9K citations

1–8 of 3.2K

Venues

  1. Reliability Engineering & System Safety

    224 publications · 22.1K citations

    64

    h-index

  2. Environmental Modelling & Software

    90 publications · 13.8K citations

    52

    h-index

  3. IEEE Transactions on Automatic Control

    92 publications · 8K citations

    38

    h-index

  4. Water Resources Research

    58 publications · 5.9K citations

    36

    h-index

  5. IEEE Transactions on Power Systems

    52 publications · 3.4K citations

    35

    h-index

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