Concepedia

Approximate Bayesian Model Averaging

Approximate Bayesian Model Averaging is a computational method in Bayesian statistics that approximates the full Bayesian model averaging process by simplifying the model space exploration or posterior probability calculations to make inference more tractable under limited computational resources.

17

Publications

1.1K

Citations

52

Authors

41

Institutions

Publications per year

2017–2026

7

Parents

Publications

17

Non-linear regression models for Approximate Bayesian Computation

Michaël G. B. Blum, Olivier François · Statistics and Computing · 2009 · 487 citations · Full text

, , +14

Model averaging, optimal inference, and habit formation

Thomas H. B. FitzGerald, Raymond J. Dolan, Karl Friston · Frontiers in Human Neuroscience · 2014 · 126 citations · Full text

, , +16

Model Averaging for Prediction with Discrete Bayesian Networks

Denver Dash, Gregory F. Cooper · 2004 · 86 citations

, , +16

Approximate Bayesian neural networks in genomic prediction

Patrik Waldmann · Genetics Selection Evolution · 2018 · 55 citations · Full text

, , +15

Formulating a strategy to combine artificial intelligence models using Bayesian model averaging to study a distressed aquifer with sparse data availability

Marjan Moazamnia, Yousef Hassanzadeh, Ata Allah Nadiri et al. · Journal of Hydrology · 2019 · 48 citations

, , +17

1–5 of 17

Authors

52

  1. SP
    Shawn P. Gilroy

    Louisiana State University, United States

    1 publications · 46 citations

    1

    h-index

  2. MA
    Marcela Andrea Espina de Franco

    Universidade Federal do Rio Grande do Sul, Brazil

    1 publications · 25 citations

    1

    h-index

  3. FS
    Filipe Santos

    Centre de Biologie pour la Gestion des Populations, France

    1 publications · 14 citations

    1

    h-index

  4. EK
    Eman Khorsheed

    1 publications · 44 citations

    1

    h-index

  5. CT
    Christopher T. Franck

    Virginia Tech, United States

    1 publications · 46 citations

    1

    h-index

1–5 of 52

Institutions

41

  1. University of Wisconsin–Madison

    Madison, United States

    2 h-index

    5 publications

    92 citations

  2. Agropolis International

    Montpellier, France

    1 h-index

    2 publications

    28 citations

  3. University of Wisconsin System

    Madison, United States

    1 h-index

    2 publications

    24 citations

  4. Institut National de la Statistique et des Etudes Economiques

    Paris, France

    1 h-index

    1 publications

    38 citations

  5. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    1 h-index

    2 publications

    56 citations

  6. Harvard University Press

    Cambridge, United States

    1 h-index

    1 publications

    19 citations

  7. Centre de Biologie pour la Gestion des Populations

    Montferrier-sur-Lez, France

    1 h-index

    2 publications

    28 citations

  8. Seoul National University

    Seoul, South Korea

    1 h-index

    1 publications

    15 citations

1–8 of 41

Venues

  1. Statistics and Computing

    2 publications · 525 citations

    2

    h-index

  2. Journal of Hydrology

    1 publications · 48 citations

    1

    h-index

  3. Journal of Dairy Science

    JDS · 1 publications · 12 citations

    1

    h-index

  4. Multivariate Behavioral Research

    MBR · 1 publications · 28 citations

    1

    h-index

  5. Applied Mathematics & Information Sciences

    1 publications · 44 citations

    1

    h-index

1–5