Concepedia

Bayesian Analysis

Bayesian Analysis is a statistical inference method that belongs to the class of probabilistic reasoning techniques, differing from classical frequentist approaches by incorporating prior knowledge or beliefs about parameters through a prior distribution, which is updated with observed data to yield a posterior distribution for drawing conclusions under uncertainty.

5K

Publications

441.5K

Citations

17.5K

Authors

4K

Institutions

Publications per year

2017–2026

1.3K

Parents

Publications

5K

Bayesian Analysis of Radiocarbon Dates

Christopher Bronk Ramsey · Radiocarbon · 2009 · 8.7K citations · Full text

, , +14

BEAST 2: A Software Platform for Bayesian Evolutionary Analysis

Remco Bouckaert, Joseph Heled, Denise Kühnert et al. · PLoS Computational Biology · 2014 · 7K citations · Full text

, , +17

Bayesian Model Selection in Social Research

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

, , +17

WinBUGS - A Bayesian modelling framework: Concepts, structure, and extensibility

David J. Lunn, Andrew C. Thomas, Nicky Best et al. · Statistics and Computing · 2000 · 5.4K citations

, , +11

Approximate Bayesian Inference for Latent Gaussian models by using Integrated Nested Laplace Approximations

Håvard Rue, Sara Martino, ChopinNicolas · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2009 · 5.4K citations

, , +16

1–5 of 5K

Authors

17.5K

  1. JO
    James O. Berger

    Purdue University West Lafayette, United States

    24 publications · 7.6K citations

    24

    h-index

  2. AZ
    Arnold Zellner

    University of Chicago, United States

    28 publications · 2.2K citations

    22

    h-index

  3. EW
    Eric‐Jan Wagenmakers

    University of Amsterdam, Netherlands

    28 publications · 9.3K citations

    22

    h-index

  4. AG
    Andrew Gelman

    Columbia University, United States

    23 publications · 7.2K citations

    19

    h-index

  5. MF
    Mark F. J. Steel

    University of Warwick, United Kingdom

    17 publications · 2.2K citations

    15

    h-index

1–5 of 17.5K

Institutions

4K

  1. Centre National de la Recherche Scientifique

    Paris, France

    44 h-index

    410 publications

    38.3K citations

  2. Imperial College London

    London, United Kingdom

    43 h-index

    182 publications

    14.8K citations

  3. University of Cambridge

    Cambridge, United Kingdom

    42 h-index

    156 publications

    13.7K citations

  4. Duke University

    Durham, United States

    40 h-index

    164 publications

    13.1K citations

  5. University of Wisconsin–Madison

    Madison, United States

    34 h-index

    194 publications

    12.5K citations

  6. University of Michigan

    Ann Arbor, United States

    34 h-index

    100 publications

    8.7K citations

  7. University of Oxford

    Oxford, United Kingdom

    34 h-index

    94 publications

    43.2K citations

  8. University of Toronto

    Toronto, Canada

    34 h-index

    112 publications

    16K citations

1–8 of 4K

Venues

  1. Journal of the American Statistical Association

    148 publications · 27.2K citations

    66

    h-index

  2. Monthly Notices of the Royal Astronomical Society

    83 publications · 7.9K citations

    42

    h-index

  3. The Astrophysical Journal

    ApJ · 58 publications · 4.9K citations

    35

    h-index

  4. Statistics in Medicine

    67 publications · 4.7K citations

    33

    h-index

  5. Journal of Econometrics

    48 publications · 4.2K citations

    32

    h-index

1–5