Concepedia

Bayesian Model Selection

Bayesian Model Selection is a statistical framework within Bayesian inference that uses posterior model probabilities, derived from prior probabilities and marginal likelihoods, to compare and select among competing models based on their joint fit to observed data and modeling assumptions.

1.3K

Publications

206.5K

Citations

3.1K

Authors

1.4K

Institutions

Publications per year

2017–2026

358

Parents

Publications

1.3K

Model Selection and Multimodel Inference: A Practical Information-Theoretic Approach

Fred S. Guthery, Kenneth P. Burnham, David Anderson · Journal of Wildlife Management · 2003 · 42.2K citations · Full text

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Testing Structural Equation Models.

Charles W. Mueller, Kenneth A. Bollen, J. Scott Long · Contemporary Sociology A Journal of Reviews · 1994 · 14.2K citations

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Multimodel Inference

Kenneth P. Burnham, David R. Anderson · Sociological Methods & Research · 2004 · 11.6K citations

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Testing Structural Equation Models.

Clifford C. Clogg, Kenneth A. Bollen, J. Scott Long · Social Forces · 1995 · 8.3K citations

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Bayesian Model Selection in Social Research

Adrian E. Raftery · Sociological Methodology · 1995 · 6.9K citations

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1–5 of 1.3K

Authors

3.1K

  1. KF
    Karl Friston

    University College London, United Kingdom

    18 publications · 4.4K citations

    17

    h-index

  2. HH
    Herbert Hoijtink

    Utrecht University, Netherlands

    16 publications · 969 citations

    15

    h-index

  3. AE
    Adrian E. Raftery

    University of Washington, United States

    13 publications · 14.2K citations

    13

    h-index

  4. JM
    Joris Mulder

    Tilburg University, Netherlands

    11 publications · 591 citations

    11

    h-index

  5. IK
    Irene Klugkist

    Utrecht University, Netherlands

    10 publications · 683 citations

    10

    h-index

1–5 of 3.1K

Institutions

1.4K

  1. University College London

    London, United Kingdom

    37 h-index

    135 publications

    24.4K citations

  2. Wellcome Centre for Human Neuroimaging

    London, United Kingdom

    21 h-index

    61 publications

    18.8K citations

  3. Imperial College London

    London, United Kingdom

    19 h-index

    49 publications

    13.2K citations

  4. University of Cambridge

    Cambridge, United Kingdom

    19 h-index

    53 publications

    3.8K citations

  5. Duke University

    Durham, United States

    18 h-index

    34 publications

    2.3K citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    18 h-index

    55 publications

    3.5K citations

  7. University of Zurich

    Zurich, Switzerland

    17 h-index

    31 publications

    4.9K citations

  8. Utrecht University

    Utrecht, The Netherlands

    17 h-index

    62 publications

    4.1K citations

1–8 of 1.4K

Venues

  1. Journal of the American Statistical Association

    43 publications · 10.1K citations

    33

    h-index

  2. Monthly Notices of the Royal Astronomical Society

    28 publications · 1.8K citations

    19

    h-index

  3. Physical review. D/Physical review. D.

    PRD · 21 publications · 1.2K citations

    19

    h-index

  4. NeuroImage

    18 publications · 3.5K citations

    17

    h-index

  5. Bayesian Analysis

    19 publications · 977 citations

    17

    h-index

1–5