Concepedia

Prediction Theory

Prediction Theory is a formal framework within conditional probability that specifies the principles and methods for deriving optimal predictions by quantifying the likelihood of future events given observed data and underlying probabilistic models.

617

Publications

55.5K

Citations

1.2K

Authors

561

Institutions

Publications per year

2017–2026

97

Parents

Publications

617

On the psychology of prediction.

Daniel Kahneman, Amos Tversky · Psychological Review · 1973 · 6.3K citations

, , +16

Strictly Proper Scoring Rules, Prediction, and Estimation

Tilmann Gneiting, Adrian E. Raftery · Journal of the American Statistical Association · 2007 · 5.5K citations

, , +16

Conditional Independence in Statistical Theory

A. P. Dawid · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1979 · 1.5K citations

, , +15

Introduction to Probability Models

RL, Sheldon M. Ross · Journal of the American Statistical Association · 1998 · 1.5K citations

, , +11

Prediction machines: the simple economics of artificial intelligence

Donald Heath · Journal of Information Technology Case and Application Research · 2019 · 928 citations

, , +9

1–5 of 617

Authors

1.2K

  1. VV
    Vladimir Vovk

    Royal Holloway University of London, United Kingdom

    11 publications · 1.3K citations

    11

    h-index

  2. EZ
    Eric Zitzewitz

    Dartmouth College, United States

    5 publications · 1.1K citations

    5

    h-index

  3. JW
    Justin Wolfers

    National Bureau of Economic Research, United States

    5 publications · 1.1K citations

    5

    h-index

  4. NC
    Nicolò Cesa‐Bianchi

    University of Milan, Italy

    5 publications · 369 citations

    5

    h-index

  5. IR
    I. R. Dunsmore

    University of Sheffield, United Kingdom

    5 publications · 203 citations

    5

    h-index

1–5 of 1.2K

Institutions

561

  1. University of California, Berkeley

    Berkeley, United States

    12 h-index

    18 publications

    2K citations

  2. University of Pennsylvania

    Philadelphia, United States

    11 h-index

    23 publications

    1.8K citations

  3. Royal Holloway University of London

    Egham, United Kingdom

    11 h-index

    24 publications

    2.3K citations

  4. University of Chicago

    Chicago, United States

    10 h-index

    13 publications

    1.3K citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    9 h-index

    16 publications

    1.6K citations

  6. The University of Texas at Austin

    Austin, United States

    8 h-index

    12 publications

    799 citations

  7. University of Oxford

    Oxford, United Kingdom

    8 h-index

    13 publications

    1.9K citations

  8. University of Michigan

    Ann Arbor, United States

    8 h-index

    13 publications

    687 citations

1–8 of 561

Venues

  1. Journal of the American Statistical Association

    30 publications · 9.1K citations

    23

    h-index

  2. arXiv (Cornell University)

    Repository · 13 publications · 834 citations

    12

    h-index

  3. The Annals of Statistics

    11 publications · 472 citations

    11

    h-index

  4. Journal of Statistical Planning and Inference

    11 publications · 429 citations

    11

    h-index

  5. Biometrika

    10 publications · 502 citations

    10

    h-index

1–5