Concepedia

Maximum Entropy Priors

Maximum Entropy Priors is a method of prior specification in Bayesian statistics that selects the least informative prior distribution subject to specified constraints, ensuring maximal uncertainty while respecting known information.

44

Publications

2.8K

Citations

71

Authors

41

Institutions

Publications per year

2017–2026

8

Variants

Maxent Priors

Parents

Publications

44

The Prior Can Often Only Be Understood in the Context of the Likelihood

Andrew Gelman, Daniel Simpson, Michael Betancourt · Columbia Academic Commons (Columbia University) · 2017 · 464 citations · Full text

, , +16

The Prior Can Often Only Be Understood in the Context of the Likelihood

Entropy · 2017 · 451 citations · Full text

, , +16

Beyond Gaussian Statistical Modeling in Geophysical Data Assimilation

Marc Bocquet, Carlos Pires, Lin Wu · Monthly Weather Review · 2010 · 261 citations · Full text

, , +14

Maximum entropy method in image processing

S. F. Gull, John Skilling · IEE Proceedings F Communications Radar and Signal Processing · 1984 · 254 citations

, , +16

Maximum entropy signal processing in practical NMR spectroscopy

Sibusiso Sibisi, John Skilling, Richard G. Brereton et al. · Nature · 1984 · 212 citations

, , +11

1–5 of 44

Authors

71

  1. AM
    Ali Mohammad‐Djafari

    Centre National de la Recherche Scientifique, France

    4 publications · 137 citations

    4

    h-index

  2. AC
    Ariel Caticha

    University at Albany, State University of New York, United States

    1 publications · 35 citations

    2

    h-index

  3. SF
    S. F. Gull

    University of Cambridge, United Kingdom

    2 publications · 280 citations

    2

    h-index

  4. JS
    John Skilling

    University of Cambridge, United Kingdom

    2 publications · 466 citations

    2

    h-index

  5. GD
    G. Demoment

    Laboratoire des signaux et systèmes, France

    2 publications · 54 citations

    2

    h-index

1–5 of 71

Institutions

41

  1. Centre National de la Recherche Scientifique

    Paris, France

    5 h-index

    7 publications

    206 citations

  2. University of Cambridge

    Cambridge, United Kingdom

    5 h-index

    11 publications

    1.7K citations

  3. Laboratoire des signaux et systèmes

    Gif-sur-Yvette, France

    4 h-index

    6 publications

    191 citations

  4. Supélec

    Gif-sur-Yvette, France

    3 h-index

    3 publications

    120 citations

  5. Columbia University

    New York, United States

    2 h-index

    4 publications

    1.8K citations

  6. University of Toronto

    Toronto, Canada

    2 h-index

    2 publications

    915 citations

  7. KTH Royal Institute of Technology

    Stockholm, Sweden

    1 h-index

    1 publications

    23 citations

  8. K.N.Toosi University of Technology

    Tehran, Iran

    1 h-index

    2 publications

    52 citations

1–8 of 41

Venues

  1. AIP conference proceedings

    1 publications · 35 citations

    2

    h-index

  2. Entropy

    2 publications · 466 citations

    2

    h-index

  3. IEEE Transactions on Medical Imaging

    2 publications · 47 citations

    2

    h-index

  4. Proceedings of the National Academy of Sciences

    PNAS · 1 publications · 29 citations

    2

    h-index

  5. Journal of Econometrics

    1 publications · 45 citations

    1

    h-index

1–5