Concepedia

Rejection Approximate Bayesian Computation

Rejection Approximate Bayesian Computation is a likelihood-free inference method that belongs to the class of Approximate Bayesian Computation techniques, distinguished by its use of direct rejection sampling to accept parameter proposals only when simulated data fall within a predefined tolerance threshold of the observed data.

23

Publications

1.9K

Citations

71

Authors

49

Institutions

Publications per year

2017–2026

8

Parents

Publications

23

ABCtoolbox: a versatile toolkit for approximate Bayesian computations

Daniel Wegmann, Christoph Leuenberger, Samuel Neuenschwander et al. · BMC Bioinformatics · 2010 · 450 citations · Full text

, , +17

Bayesian Analysis of an Admixture Model With Mutations and Arbitrarily Linked Markers

Laurent Excoffier, Arnaud Estoup, Jean‐Marie Cornuet · Genetics · 2005 · 273 citations · Full text

, , +16

A framework for parameter estimation and model selection from experimental data in systems biology using approximate Bayesian computation

Juliane Liepe, Paul Kirk, Sarah Filippi et al. · Nature Protocols · 2014 · 249 citations · Full text

, , +17

ABC-SysBio—approximate Bayesian computation in Python with GPU support

Juliane Liepe, C. Barnes, Erika Cule et al. · Bioinformatics · 2010 · 143 citations · Full text

, , +16

Calibration and evaluation of individual-based models using Approximate Bayesian Computation

Elske van der Vaart, Mark Beaumont, Alice S. A. Johnston et al. · Ecological Modelling · 2015 · 120 citations · Full text

, , +17

1–5 of 23

Authors

71

  1. MP
    Michael P. H. Stumpf

    Imperial College London, United Kingdom

    3 publications · 414 citations

    3

    h-index

  2. SA
    Scott A. Sisson

    UNSW Sydney, Australia

    2 publications · 90 citations

    2

    h-index

  3. PK
    Paul Kirk

    Imperial College London, United Kingdom

    2 publications · 392 citations

    2

    h-index

  4. CB
    C. Barnes

    University College London, United Kingdom

    2 publications · 392 citations

    2

    h-index

  5. GW
    Gareth W. Peters

    University College London, United Kingdom

    2 publications · 90 citations

    2

    h-index

1–5 of 71

Institutions

49

  1. Imperial College London

    London, United Kingdom

    3 h-index

    19 publications

    2.4K citations

  2. Commonwealth Scientific and Industrial Research Organisation

    Canberra, Australia

    2 h-index

    2 publications

    90 citations

  3. The University of Melbourne

    Melbourne, Australia

    2 h-index

    3 publications

    54 citations

  4. University of Reading

    Reading, United Kingdom

    2 h-index

    4 publications

    387 citations

  5. University of Bern

    Bern, Switzerland

    2 h-index

    3 publications

    1.2K citations

  6. UNSW Sydney

    Sydney, Australia

    2 h-index

    6 publications

    270 citations

  7. Google (United States)

    Mountain View, United States

    1 h-index

    1 publications

    44 citations

  8. University of Wyoming

    Laramie, United States

    1 h-index

    1 publications

    81 citations

1–8 of 49

Venues

  1. Bioinformatics

    3 publications · 196 citations

    3

    h-index

  2. PLoS ONE

    2 publications · 98 citations

    2

    h-index

  3. Statistical Applications in Genetics and Molecular Biology

    SAGMB · 2 publications · 81 citations

    2

    h-index

  4. Genetics

    1 publications · 273 citations

    1

    h-index

  5. Geoscientific model development

    1 publications · 23 citations

    1

    h-index

1–5