Concepedia

Sensitivity Analysis In Simulation Models

Sensitivity Analysis in Simulation Models is a systematic method for assessing how variations in input parameters of a simulation model influence its output behavior, distinguishing itself by quantifying the relative importance of inputs in deterministic or stochastic modeling environments.

591

Publications

54.1K

Citations

1.4K

Authors

645

Institutions

Publications per year

2017–2026

115

Parents

Publications

591

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

, , +14

Making best use of model evaluations to compute sensitivity indices

Andrea Saltelli · Computer Physics Communications · 2002 · 2.1K citations · Full text

, , +13

An effective screening design for sensitivity analysis of large models

Francesca Campolongo, Jessica Cariboni, Andrea Saltelli · Environmental Modelling & Software · 2007 · 2K citations

, , +16

Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models

Andrew McCulloch · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2005 · 1.9K citations

, , +14

Survey of sampling-based methods for uncertainty and sensitivity analysis

J.C. Helton, Jay Johnson, Cedric Jean-Marie Sallaberry et al. · Reliability Engineering & System Safety · 2006 · 1.2K citations

, , +13

1–5 of 591

Authors

1.4K

  1. AS
    Andrea Saltelli

    Joint Research Centre, Italy

    28 publications · 13.9K citations

    24

    h-index

  2. ST
    Stefano Tarantola

    Joint Research Centre, Italy

    21 publications · 7.9K citations

    21

    h-index

  3. JK
    J.P.C. Kleijnen

    Tilburg University, Netherlands

    19 publications · 829 citations

    15

    h-index

  4. EB
    Emanuele Borgonovo

    Bocconi University, Italy

    10 publications · 1.3K citations

    10

    h-index

  5. ZL
    Zhenzhou Lü

    Northwestern Polytechnical University, China

    9 publications · 379 citations

    9

    h-index

1–5 of 1.4K

Institutions

645

  1. Joint Research Centre

    Ispra, Italy

    29 h-index

    58 publications

    40.8K citations

  2. Northwestern Polytechnical University

    Xi'an, China

    12 h-index

    35 publications

    1.4K citations

  3. Tilburg University

    Tilburg, The Netherlands

    12 h-index

    16 publications

    594 citations

  4. Bocconi University

    Milan, Italy

    11 h-index

    14 publications

    1.3K citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    11 h-index

    19 publications

    1.5K citations

  6. Université Toulouse III - Paul Sabatier

    Toulouse, France

    10 h-index

    22 publications

    1.5K citations

  7. European Commission

    Brussels, Belgium

    10 h-index

    23 publications

    2.3K citations

  8. ETH Zurich

    Zurich, Switzerland

    9 h-index

    18 publications

    864 citations

1–8 of 645

Venues

  1. Reliability Engineering & System Safety

    36 publications · 5K citations

    25

    h-index

  2. Environmental Modelling & Software

    25 publications · 6.1K citations

    22

    h-index

  3. Ecological Modelling

    12 publications · 1.2K citations

    12

    h-index

  4. Technometrics

    7 publications · 1.1K citations

    7

    h-index

  5. Winter Simulation Conference

    Conference · 7 publications · 154 citations

    7

    h-index

1–5