Concepedia

Weighted Model Averaging

Weighted Model Averaging is a Bayesian inference technique that belongs to the class of model averaging methods, distinguished by its use of posterior model probabilities as weights to combine predictions or estimates from multiple candidate models in proportion to their relative evidential support.

43

Publications

4.5K

Citations

121

Authors

82

Institutions

Publications per year

2017–2026

11

Variants

Wma

Parents

Publications

43

Diatoms and pH reconstruction

H. J. B. Birks, J. M. Line, Steve Juggins · Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 1990 · 1.1K citations

, , +15

Weighted averaging, logistic regression and the Gaussian response model

Cajo J. F. ter Braak, Caspar W. N. Looman · Plant Ecology · 1986 · 556 citations · Full text

, , +13

<i>wARP</i>: Improvement and Extension of Crystallographic Phases by Weighted Averaging of Multiple-Refined Dummy Atomic Models

Anastassis Perrakis, Titia K. Sixma, Keith S. Wilson et al. · Acta Crystallographica Section D Biological Crystallography · 1997 · 447 citations

, , +17

On probabilistic inference by weighted model counting

Mark Chavira, Adnan Darwiche · Artificial Intelligence · 2007 · 374 citations

, , +11

WACALIB version 3.3 — a computer program to reconstruct environmental variables from fossil assemblages by weighted averaging and to derive sample-specific errors of prediction

J. M. Line, Cajo J. F. ter Braak, H. J. B. Birks · Journal of Paleolimnology · 1994 · 241 citations

, , +14

1–5 of 43

Authors

121

  1. HJ
    H. J. B. Birks

    University of Bergen, Norway

    4 publications · 1.6K citations

    4

    h-index

  2. JP
    John P. Smol

    Queen's University, Canada

    4 publications · 252 citations

    4

    h-index

  3. JM
    J. M. Line

    University of Cambridge, United Kingdom

    3 publications · 1.4K citations

    3

    h-index

  4. CJ
    Cajo J. F. ter Braak

    Wageningen University & Research, Netherlands

    2 publications · 797 citations

    2

    h-index

  5. MA
    Moetasim Ashfaq

    Oak Ridge National Laboratory, United States

    2 publications · 74 citations

    2

    h-index

1–5 of 121

Institutions

82

  1. University of Bergen

    Bergen, Norway

    5 h-index

    5 publications

    1.7K citations

  2. Queen's University

    Kingston, Canada

    3 h-index

    7 publications

    544 citations

  3. University of Cambridge

    Cambridge, United Kingdom

    3 h-index

    4 publications

    2.5K citations

  4. Bedford College

    Bedford, United Kingdom

    2 h-index

    3 publications

    2.5K citations

  5. Oak Ridge National Laboratory

    Oak Ridge, United States

    2 h-index

    7 publications

    283 citations

  6. University College London

    London, United Kingdom

    2 h-index

    3 publications

    659 citations

  7. University of California San Diego

    San Diego, United States

    2 h-index

    3 publications

    83 citations

  8. Queen Mary University of London

    London, United Kingdom

    2 h-index

    3 publications

    192 citations

1–8 of 82

Venues

  1. Journal of Paleolimnology

    5 publications · 571 citations

    5

    h-index

  2. Artificial Intelligence

    2 publications · 397 citations

    2

    h-index

  3. 1

    h-index

  4. Freshwater Biology

    1 publications · 209 citations

    1

    h-index

  5. 1

    h-index

1–5