Concepedia

Simulation-based Calibration

Simulation-Based Calibration is a methodological procedure in Bayesian inference that belongs to the class of model checking techniques, differing from its peers by using posterior simulations to verify the calibration of posterior inferences through the uniformity of rank distributions across replicated datasets.

48

Publications

2.7K

Citations

146

Authors

78

Institutions

Publications per year

2017–2026

14

Parents

Publications

48

Validation of Software for Bayesian Models Using Posterior Quantiles

Samantha R. Cook, Andrew Gelman, Donald B. Rubin · Journal of Computational and Graphical Statistics · 2006 · 343 citations

, , +16

Validating Bayesian Inference Algorithms with Simulation-Based Calibration

Sean Talts, Michael Betancourt, Daniel Simpson et al. · arXiv (Cornell University) · 2018 · 226 citations · Full text

, , +16

Bayesian History Matching of Complex Infectious Disease Models Using Emulation: A Tutorial and a Case Study on HIV in Uganda

Ioannis Andrianakis, Ian Vernon, Nicky McCreesh et al. · PLoS Computational Biology · 2015 · 191 citations · Full text

, , +17

Workflow techniques for the robust use of bayes factors.

Daniel J. Schad, Bruno Nicenboim, Paul‐Christian Bürkner et al. · Psychological Methods · 2022 · 120 citations

, , +16

Development and Evaluation of a Procedure for the Calibration of Simulation Models

Byungkyu Park, Hongtu Qi · Transportation Research Record Journal of the Transportation Research Board · 2005 · 119 citations

, , +16

1–5 of 48

Authors

146

  1. AG
    Andrew Gelman

    Columbia University, United States

    6 publications · 710 citations

    6

    h-index

  2. AV
    Aki Vehtari

    Aalto University, Finland

    5 publications · 367 citations

    5

    h-index

  3. DS
    Daniel Simpson

    University of Toronto, Canada

    3 publications · 320 citations

    3

    h-index

  4. BP
    Byungkyu Park

    University of Virginia, United States

    3 publications · 260 citations

    3

    h-index

  5. PB
    Paul‐Christian Bürkner

    University of Stuttgart, Germany

    3 publications · 167 citations

    3

    h-index

1–5 of 146

Institutions

78

  1. Columbia University

    New York, United States

    5 h-index

    10 publications

    1.5K citations

  2. University of Sheffield

    Sheffield, United Kingdom

    3 h-index

    6 publications

    333 citations

  3. Aalto University

    Espoo, Finland

    3 h-index

    4 publications

    164 citations

  4. University of Toronto

    Toronto, Canada

    3 h-index

    3 publications

    320 citations

  5. University of Exeter

    Exeter, United Kingdom

    2 h-index

    3 publications

    138 citations

  6. Durham University

    Durham, United Kingdom

    2 h-index

    5 publications

    675 citations

  7. Virginia Transportation Research Council

    Charlottesville, United States

    2 h-index

    3 publications

    327 citations

  8. University of Virginia

    Charlottesville, United States

    2 h-index

    3 publications

    327 citations

1–8 of 78

Venues

  1. 4

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 308 citations

    3

    h-index

  3. 2

    h-index

  4. Technometrics

    2 publications · 41 citations

    2

    h-index

  5. 2

    h-index

1–5