Concepedia

Bayesian Computation Software

Bayesian Computation Software is a specialized statistical software system that implements computational algorithms for performing Bayesian inference, distinguished by its reliance on probabilistic models and methods such as Markov Chain Monte Carlo or variational inference to estimate posterior distributions.

112

Publications

23.2K

Citations

374

Authors

243

Institutions

Publications per year

2017–2026

42

Parents

Publications

112

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

Probabilistic programming in Python using PyMC3

John Salvatier, Thomas V. Wiecki, Christopher Fonnesbeck · PeerJ Computer Science · 2016 · 2.5K citations · Full text

, , +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

A Markov Chain Monte Carlo version of the genetic algorithm Differential Evolution: easy Bayesian computing for real parameter spaces

Cajo J. F. ter Braak · Statistics and Computing · 2006 · 974 citations

, , +10

PyMC: a modern, and comprehensive probabilistic programming framework in Python

Oriol Abril, Virgile Andreani, Colin Carroll et al. · PeerJ Computer Science · 2023 · 792 citations · Full text

, , +16

1–5 of 112

Authors

374

  1. AG
    Andrew Gelman

    Columbia University, United States

    6 publications · 875 citations

    6

    h-index

  2. AV
    Aki Vehtari

    Aalto University, Finland

    5 publications · 333 citations

    5

    h-index

  3. CF
    Christopher Fonnesbeck

    Vanderbilt University, United States

    5 publications · 4.4K citations

    5

    h-index

  4. AM
    Antonietta Mira

    Università della Svizzera italiana, Switzerland

    3 publications · 62 citations

    3

    h-index

  5. AC
    Andrew C. Thomas

    University of Maine, United States

    3 publications · 2.6K citations

    3

    h-index

1–5 of 374

Institutions

243

  1. Columbia University

    New York, United States

    5 h-index

    9 publications

    2K citations

  2. University of Edinburgh

    Edinburgh, United Kingdom

    4 h-index

    4 publications

    7.3K citations

  3. Imperial College London

    London, United Kingdom

    4 h-index

    21 publications

    3.3K citations

  4. University of Warwick

    Coventry, United Kingdom

    3 h-index

    3 publications

    58 citations

  5. University of Toronto

    Toronto, Canada

    3 h-index

    3 publications

    1K citations

  6. University of Cambridge

    Cambridge, United Kingdom

    3 h-index

    7 publications

    340 citations

  7. University of Göttingen

    Göttingen, Germany

    3 h-index

    3 publications

    356 citations

  8. Université de Montréal

    Montreal, Canada

    3 h-index

    4 publications

    103 citations

1–8 of 243

Venues

  1. Journal of Statistical Software

    JSS · 8 publications · 939 citations

    8

    h-index

  2. arXiv (Cornell University)

    Repository · 6 publications · 353 citations

    6

    h-index

  3. The American Statistician

    4 publications · 152 citations

    4

    h-index

  4. The R Journal

    3 publications · 167 citations

    3

    h-index

  5. Behavior Research Methods

    BRM · 3 publications · 162 citations

    3

    h-index

1–5