Concepedia

Bayesian Modeling

Bayesian Modeling is a statistical modeling framework that characterizes uncertainty in parameters through probability distributions by updating prior beliefs with observed data via Bayes' theorem.

14.4K

Publications

1.1M

Citations

26.2K

Authors

5.4K

Institutions

Publications per year

2017–2026

3.9K

Parents

Children

Publications

14.4K

Multimodel Inference

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

, , +15

Inference and missing data

Donald B. Rubin · Biometrika · 1976 · 9.7K citations

, , +17

<b>brms</b> : An <i>R</i> Package for Bayesian Multilevel Models Using <i>Stan</i>

Paul‐Christian Bürkner · Journal of Statistical Software · 2017 · 9.4K citations · Full text

, , +16

<i>Stan</i> : A Probabilistic Programming Language

Bob Carpenter, Andrew Gelman, Matthew D. Hoffman et al. · Journal of Statistical Software · 2017 · 7.4K citations · Full text

, , +16

Bayesian Model Selection in Social Research

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

, , +17

1–5 of 14.4K

Authors

26.2K

  1. AG
    Andrew Gelman

    Columbia University, United States

    52 publications · 30.1K citations

    36

    h-index

  2. JO
    James O. Berger

    Purdue University West Lafayette, United States

    46 publications · 12.2K citations

    32

    h-index

  3. AF
    A. F. M. Smith

    Imperial College London, United Kingdom

    40 publications · 18.1K citations

    31

    h-index

  4. CP
    Christian P. Robert

    Université Paris Dauphine-PSL, France

    51 publications · 7.1K citations

    31

    h-index

  5. AE
    Adrian E. Raftery

    University of Washington, United States

    38 publications · 18.1K citations

    30

    h-index

1–5 of 26.2K

Institutions

5.4K

  1. University College London

    London, United Kingdom

    70 h-index

    354 publications

    42.7K citations

  2. Duke University

    Durham, United States

    68 h-index

    327 publications

    29.8K citations

  3. Stanford University

    Stanford, United States

    65 h-index

    232 publications

    33.9K citations

  4. University of Washington

    Seattle, United States

    58 h-index

    221 publications

    34.8K citations

  5. Imperial College London

    London, United Kingdom

    57 h-index

    205 publications

    38K citations

  6. Carnegie Mellon University

    Pittsburgh, United States

    57 h-index

    246 publications

    25.3K citations

  7. University of California, Berkeley

    Berkeley, United States

    57 h-index

    222 publications

    21.6K citations

  8. University of Chicago

    Chicago, United States

    55 h-index

    124 publications

    29.3K citations

1–8 of 5.4K

Venues

  1. Journal of the American Statistical Association

    446 publications · 99.1K citations

    141

    h-index

  2. Water Resources Research

    188 publications · 20.4K citations

    77

    h-index

  3. arXiv (Cornell University)

    Repository · 436 publications · 38K citations

    70

    h-index

  4. 69

    h-index

  5. Reliability Engineering & System Safety

    207 publications · 14.9K citations

    66

    h-index

1–5