Concepedia

Bayesian Consistency Models

Bayesian Consistency Models is a statistical framework within Bayesian meta-analysis that formalizes the assumption that effect sizes across studies are consistent with a common underlying distribution, incorporating prior information to quantify and propagate uncertainty while ensuring coherence between observed data and posterior inferences.

17

Publications

1.7K

Citations

68

Authors

42

Institutions

Publications per year

2017–2026

5

Parents

Publications

17

Consistency and inconsistency in network meta‐analysis: model estimation using multivariate meta‐regression

Ian R. White, Jessica Barrett, Dan Jackson et al. · Research Synthesis Methods · 2012 · 1.1K citations · Full text

, , +16

Structural matching by discrete relaxation

Richard C. Wilson, Edwin R. Hancock · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1997 · 307 citations · Full text

, , +16

A simulation study to compare different estimation approaches for network meta-analysis and corresponding methods to evaluate the consistency assumption

Corinna Kiefer, Sibylle Sturtz, Ralf Bender · BMC Medical Research Methodology · 2020 · 36 citations · Full text

, , +15

Data tracking and the understanding of Bayesian consistency

Stephen G. Walker, Antonio Lijoi, Igor Prünster · Biometrika · 2005 · 26 citations

, , +15

A Bayesian quantification of consistency in correlated datasets

F. Köhlinger, Benjamin Joachimi, Marika Asgari et al. · Monthly Notices of the Royal Astronomical Society · 2019 · 25 citations · Full text

, , +15

1–5 of 17

Authors

68

  1. ER
    Edwin R. Hancock

    University of York, United Kingdom

    3 publications · 327 citations

    3

    h-index

  2. RC
    Richard C. Wilson

    University of York, United Kingdom

    3 publications · 327 citations

    3

    h-index

  3. RD
    R. D. Preece

    University of Alabama in Huntsville, United States

    1 publications · 12 citations

    1

    h-index

  4. DJ
    Dan Jackson

    MRC Biostatistics Unit, United Kingdom

    1 publications · 1.1K citations

    1

    h-index

  5. BP
    Bradley P. Carlin

    University of Minnesota, United States

    1 publications · 18 citations

    1

    h-index

1–5 of 68

Institutions

42

  1. University of York

    York, United Kingdom

    4 h-index

    8 publications

    1.8K citations

  2. University of Oxford

    Oxford, United Kingdom

    2 h-index

    2 publications

    46 citations

  3. Sun Yat-sen University

    Guangzhou, China

    1 h-index

    15 publications

    270 citations

  4. Perimeter Institute

    Waterloo, Canada

    1 h-index

    2 publications

    42 citations

  5. Old Dominion University

    Norfolk, United States

    1 h-index

    1 publications

    14 citations

  6. Tsinghua University

    Beijing, China

    1 h-index

    1 publications

    18 citations

  7. MRC Biostatistics Unit

    Cambridge, United Kingdom

    1 h-index

    4 publications

    4.5K citations

  8. Toulouse School of Economics

    Toulouse, France

    1 h-index

    1 publications

    10 citations

1–8 of 42

Venues

  1. Physical Review Research

    1 publications · 21 citations

    1

    h-index

  2. The Astrophysical Journal

    ApJ · 1 publications · 12 citations

    1

    h-index

  3. Econometrica

    1 publications · 23 citations

    1

    h-index

  4. Journal of Modern Applied Statistical Methods

    JMASM · 1 publications · 14 citations

    1

    h-index

  5. Social Cognition

    1 publications · 15 citations

    1

    h-index

1–5