Concepedia

Bayesian Source Attribution Models

Bayesian Source Attribution Models is a statistical modeling framework that employs Bayesian inference to probabilistically assign observed outcomes or data points to their most likely sources by updating prior beliefs with observed evidence in a coherent, uncertainty-aware manner.

13

Publications

1.8K

Citations

49

Authors

30

Institutions

Publications per year

2017–2026

6

Parents

Publications

13

A Bayesian analysis of attribution processes.

Icek Ajzen, Martin Fishbein · Psychological Bulletin · 1975 · 1.5K citations

, , +12

Meta-SourceTracker: application of Bayesian source tracking to shotgun metagenomics

Jordan McGhee, Nick Rawson, Barbara Bailey et al. · PeerJ · 2020 · 95 citations · Full text

, , +13

Quantifying the uncertainty of nonpoint source attribution in distributed water quality models: A Bayesian assessment of SWAT ’s sediment export predictions

Christopher Wellen, George B. Arhonditsis, Tanya Long et al. · Journal of Hydrology · 2014 · 52 citations

, , +13

Bayesian Source Attribution of Salmonellosis in South Australia

Kathryn Glass, Emily Fearnley, Helen Hocking et al. · Risk Analysis · 2015 · 48 citations · Full text

, , +17

A Bayesian Climate Change Detection and Attribution Assessment

Terry C. K. Lee, Francis W. Zwiers, Gabriele C. Hegerl et al. · Journal of Climate · 2005 · 37 citations · Full text

, , +16

1–5 of 13

Authors

49

  1. HC
    Ha‐Joon Chang

    University of Cambridge, United Kingdom

    3 publications · 54 citations

    3

    h-index

  2. MJ
    Mohsen Javdani

    Simon Fraser University, Canada

    3 publications · 54 citations

    3

    h-index

  3. MK
    Martyn Kirk

    Australian National University, Australia

    2 publications · 65 citations

    2

    h-index

  4. KG
    Kathryn Glass

    Australian National University, Australia

    2 publications · 65 citations

    2

    h-index

  5. DM
    Dmitri Matjushin

    Finnish Food Authority, Finland

    1 publications · 26 citations

    1

    h-index

1–5 of 49

Institutions

30

  1. Simon Fraser University

    Burnaby, Canada

    3 h-index

    3 publications

    54 citations

  2. Australian National University

    Canberra, Australia

    2 h-index

    7 publications

    243 citations

  3. University of Cambridge

    Cambridge, United Kingdom

    2 h-index

    2 publications

    35 citations

  4. Centre Hospitalier de Fougères

    Fougères, France

    1 h-index

    2 publications

    40 citations

  5. South Australia Pathology

    Adelaide, Australia

    1 h-index

    1 publications

    48 citations

  6. SA Health

    Adelaide, Australia

    1 h-index

    2 publications

    96 citations

  7. University of London

    London, United Kingdom

    1 h-index

    1 publications

    19 citations

  8. Agence Nationale des Fréquences

    Maisons-Alfort, France

    1 h-index

    3 publications

    60 citations

1–8 of 30

Venues

  1. Risk Analysis

    3 publications · 94 citations

    3

    h-index

  2. SSRN Electronic Journal

    Repository · 2 publications · 35 citations

    2

    h-index

  3. BMC Infectious Diseases

    1 publications · 17 citations

    1

    h-index

  4. 1

    h-index

  5. Psychological Bulletin

    1 publications · 1.5K citations

    1

    h-index

1–5