Concepedia

Bayesian Model Criticism

Bayesian Model Criticism is a methodological framework within Bayesian statistics that evaluates the adequacy and assumptions of a Bayesian model by assessing the consistency between the model's posterior predictions and the observed data, often through posterior predictive checks, residual analysis, or sensitivity diagnostics.

39

Publications

11K

Citations

70

Authors

42

Institutions

Publications per year

2017–2026

2

Parents

Publications

39

Combination of direct and indirect evidence in mixed treatment comparisons

G. Lu, A. E. Ades · Statistics in Medicine · 2004 · 2.2K citations

, , +13

Bayes and Empirical Bayes Methods for Data Analysis

Technometrics · 2001 · 2.1K citations

, , +16

The BUGS project: Evolution, critique and future directions

David J. Lunn, David J. Spiegelhalter, Andrew C. Thomas et al. · Statistics in Medicine · 2009 · 1.9K citations

, , +16

Sampling and Bayes' Inference in Scientific Modelling and Robustness

George E. P. Box · Journal of the Royal Statistical Society Series A (General) · 1980 · 936 citations

, , +16

Examples are not enough, learn to criticize! Criticism for Interpretability

Been Kim, Rajiv Khanna, Oluwasanmi Koyejo · Neural Information Processing Systems · 2016 · 544 citations

, , +17

1–5 of 39

Authors

70

  1. DJ
    David J. Spiegelhalter

    MRC Biostatistics Unit, United Kingdom

    4 publications · 2K citations

    4

    h-index

  2. SR
    Sylvia Richardson

    Imperial College London, United Kingdom

    3 publications · 222 citations

    3

    h-index

  3. PJ
    P. J. Harrison

    University of Warwick, United Kingdom

    2 publications · 606 citations

    2

    h-index

  4. AL
    Andrew L. Rukhin

    National Institute of Standards and Technology, United States

    2 publications · 472 citations

    2

    h-index

  5. JG
    Jørund Gåsemyr

    University of Oslo, Norway

    2 publications · 39 citations

    2

    h-index

1–5 of 70

Institutions

42

  1. University of Bristol

    Bristol, United Kingdom

    4 h-index

    6 publications

    4.6K citations

  2. Imperial College London

    London, United Kingdom

    4 h-index

    9 publications

    2.4K citations

  3. MRC Biostatistics Unit

    Cambridge, United Kingdom

    3 h-index

    7 publications

    4K citations

  4. University of Warwick

    Coventry, United Kingdom

    3 h-index

    5 publications

    1.3K citations

  5. University of Oslo

    Oslo, Norway

    3 h-index

    7 publications

    156 citations

  6. University of Maryland, Baltimore County

    Baltimore, United States

    2 h-index

    2 publications

    472 citations

  7. National Institute of Standards and Technology

    Gaithersburg, United States

    2 h-index

    2 publications

    472 citations

  8. Universidade Federal do Rio de Janeiro

    Rio de Janeiro, Brazil

    2 h-index

    2 publications

    606 citations

1–8 of 42

Venues

  1. Bayesian Analysis

    6 publications · 168 citations

    6

    h-index

  2. Scandinavian Journal of Statistics

    3 publications · 67 citations

    3

    h-index

  3. arXiv (Cornell University)

    Repository · 3 publications · 249 citations

    3

    h-index

  4. 3

    h-index

  5. Technometrics

    3 publications · 2.6K citations

    3

    h-index

1–5