Concepedia

Bayesian Decision Theory

Bayesian Decision Theory is a branch of decision theory that employs Bayesian inference to determine optimal decisions under uncertainty by updating prior beliefs with observed data to minimize expected loss or maximize expected utility.

3K

Publications

221.9K

Citations

5.2K

Authors

1.8K

Institutions

Publications per year

2017–2026

610

Variants

Bayesian Decision Analysis

Parents

Children

Publications

3K

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Zigang Lu · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2010 · 12.8K citations

, , +12

On the Optimality of the Simple Bayesian Classifier under Zero-One Loss

Pedro Domingos, Michael J. Pazzani · Machine Learning · 1997 · 3.1K citations · Full text

, , +14

Stastical Decision Theory and Bayesian Analysis.

Malay Ghosh, James O. Berger · Journal of the American Statistical Association · 1988 · 2.9K citations

, , +14

The Bayesian brain: the role of uncertainty in neural coding and computation

David C. Knill, Alexandre Pouget · Trends in Neurosciences · 2004 · 2.7K citations

, , +14

A fuzzy K-nearest neighbor algorithm

James M. Keller, Michael Gray, James A. Givens · IEEE Transactions on Systems Man and Cybernetics · 1985 · 2.7K citations

, , +14

1–5 of 3K

Authors

5.2K

  1. RL
    Robert L. Winkler

    Duke University, United States

    15 publications · 2K citations

    14

    h-index

  2. KF
    Karl Friston

    University College London, United Kingdom

    13 publications · 2.4K citations

    13

    h-index

  3. JB
    Joseph B. Kadane

    Carnegie Mellon University, United States

    13 publications · 1.3K citations

    12

    h-index

  4. RR
    Ronald R. Yager

    Iona College, United States

    10 publications · 533 citations

    11

    h-index

  5. PP
    Prakash P. Shenoy

    University of Kansas, United States

    9 publications · 768 citations

    10

    h-index

1–5 of 5.2K

Institutions

1.8K

  1. University College London

    London, United Kingdom

    34 h-index

    118 publications

    13.7K citations

  2. Stanford University

    Stanford, United States

    31 h-index

    71 publications

    5K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    30 h-index

    73 publications

    6.1K citations

  4. University of California, Berkeley

    Berkeley, United States

    27 h-index

    60 publications

    7.8K citations

  5. Duke University

    Durham, United States

    26 h-index

    61 publications

    4.1K citations

  6. Princeton University

    Princeton, United States

    24 h-index

    43 publications

    4.9K citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    24 h-index

    63 publications

    3.6K citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    24 h-index

    59 publications

    4.3K citations

1–8 of 1.8K

Venues

  1. Journal of the American Statistical Association

    53 publications · 9.2K citations

    31

    h-index

  2. arXiv (Cornell University)

    Repository · 78 publications · 5.5K citations

    31

    h-index

  3. Management Science

    38 publications · 5.5K citations

    27

    h-index

  4. Philosophy of Science

    27 publications · 2.2K citations

    24

    h-index

  5. The American Statistician

    26 publications · 2.2K citations

    21

    h-index

1–5