Concepedia

Sensitivity Analysis In Bayesian Models

Sensitivity Analysis in Bayesian Models is a methodological framework within Bayesian statistics that systematically evaluates the robustness of posterior inferences to variations in prior specifications, likelihood assumptions, or model structure.

169

Publications

11.4K

Citations

369

Authors

233

Institutions

Publications per year

2017–2026

32

Parents

Publications

169

Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach

Jeremy E. Oakley, Anthony O’Hagan · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2004 · 1.1K citations · Full text

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A software framework for probabilistic sensitivity analysis for computationally expensive models

N. Vu‐Bac, Tom Lahmer, Xiaoying Zhuang et al. · Advances in Engineering Software · 2016 · 583 citations

, , +16

Sensitivity analysis practices: Strategies for model-based inference

Andrea Saltelli, Marco Ratto, Stefano Tarantola et al. · Reliability Engineering & System Safety · 2006 · 581 citations

, , +13

Estimation of diagnostic-test sensitivity and specificity through Bayesian modeling

Adam J. Branscum, Ian A. Gardner, Wesley O. Johnson · Preventive Veterinary Medicine · 2005 · 538 citations

, , +13

Sensitivity analysis of normative economic models: theoretical framework and practical strategies

David J. Pannell · Agricultural Economics · 1997 · 372 citations

, , +16

1–5 of 169

Authors

369

  1. PG
    Paul Gustafson

    University of British Columbia, Canada

    10 publications · 439 citations

    10

    h-index

  2. KW
    Keith Worden

    University of Sheffield, United Kingdom

    6 publications · 148 citations

    6

    h-index

  3. LC
    Lawrence C. McCandless

    Simon Fraser University, Canada

    5 publications · 288 citations

    5

    h-index

  4. WB
    W. Becker

    University of Sheffield, United Kingdom

    5 publications · 135 citations

    5

    h-index

  5. JR
    Jennifer Rowson

    University of Sheffield, United Kingdom

    4 publications · 113 citations

    4

    h-index

1–5 of 369

Institutions

233

  1. University of British Columbia

    Vancouver, Canada

    11 h-index

    20 publications

    1K citations

  2. University of Sheffield

    Sheffield, United Kingdom

    9 h-index

    26 publications

    3K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    7 h-index

    13 publications

    528 citations

  4. Utrecht University

    Utrecht, The Netherlands

    6 h-index

    6 publications

    441 citations

  5. University of California, Los Angeles

    Los Angeles, United States

    6 h-index

    8 publications

    250 citations

  6. The University of Melbourne

    Melbourne, Australia

    4 h-index

    5 publications

    265 citations

  7. Fera Science (United Kingdom)

    York, United Kingdom

    4 h-index

    8 publications

    328 citations

  8. Simon Fraser University

    Burnaby, Canada

    4 h-index

    6 publications

    148 citations

1–8 of 233

Venues

  1. Journal of the American Statistical Association

    12 publications · 613 citations

    11

    h-index

  2. Mechanical Systems and Signal Processing

    MSSP · 7 publications · 262 citations

    7

    h-index

  3. Statistics in Medicine

    5 publications · 336 citations

    5

    h-index

  4. Reliability Engineering & System Safety

    4 publications · 652 citations

    4

    h-index

  5. arXiv (Cornell University)

    Repository · 4 publications · 204 citations

    4

    h-index

1–5