Concepedia

Prediction Distributions

Prediction Distributions is a probabilistic forecasting output that represents the full probability distribution over possible future outcomes, distinguishing itself from point predictions by quantifying uncertainty through assigned probabilities to each potential value or range of values.

84

Publications

3.9K

Citations

183

Authors

118

Institutions

Publications per year

2017–2026

23

Variants

Predictive Distributions

Parents

Publications

84

Testing Density Forecasts, With Applications to Risk Management

Jeremy Berkowitz · Journal of Business and Economic Statistics · 2001 · 899 citations

, , +17

Unpaired Multi-Modal Segmentation via Knowledge Distillation

Qi Dou, Quande Liu, Pheng‐Ann Heng et al. · IEEE Transactions on Medical Imaging · 2020 · 215 citations · Full text

, , +16

Frequentist prediction intervals and predictive distributions

Jerald F. Lawless, Marc Frédette · Biometrika · 2005 · 186 citations

, , +17

Toward a nonlinear ensemble filter for high‐dimensional systems

Thomas Bengtsson, Chris Snyder, Doug Nychka · Journal of Geophysical Research Atmospheres · 2003 · 179 citations · Full text

, , +17

Linear prediction of record values for the two parameter exponential distribution

Mohammad Ahsanullah · Annals of the Institute of Statistical Mathematics · 1980 · 118 citations

, , +13

1–5 of 84

Authors

183

  1. JF
    Jerald F. Lawless

    University of Waterloo, Canada

    3 publications · 251 citations

    3

    h-index

  2. MS
    M. Safiul Haq

    Western University, Canada

    3 publications · 78 citations

    3

    h-index

  3. KA
    Kazuyuki Aihara

    The University of Tokyo, Japan

    2 publications · 111 citations

    2

    h-index

  4. IW
    Ivor W. Tsang

    University of Technology Sydney, Australia

    2 publications · 73 citations

    2

    h-index

  5. GG
    Glen G. Langdon

    IBM (United States), United States

    2 publications · 93 citations

    2

    h-index

1–5 of 183

Institutions

118

  1. The University of Tokyo

    Tokyo, Japan

    4 h-index

    6 publications

    329 citations

  2. Monash University

    Melbourne, Australia

    4 h-index

    5 publications

    118 citations

  3. McMaster University

    Hamilton, Canada

    3 h-index

    3 publications

    45 citations

  4. University of Udine

    Udine, Italy

    2 h-index

    2 publications

    56 citations

  5. Rutgers, The State University of New Jersey

    New Brunswick, United States

    2 h-index

    3 publications

    118 citations

  6. University of Waterloo

    Waterloo, Canada

    2 h-index

    2 publications

    65 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    5 publications

    64 citations

  8. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    2 h-index

    3 publications

    448 citations

1–8 of 118

Venues

  1. Technometrics

    5 publications · 133 citations

    5

    h-index

  2. Biometrika

    4 publications · 337 citations

    4

    h-index

  3. International Journal of Forecasting

    2 publications · 52 citations

    3

    h-index

  4. arXiv (Cornell University)

    Repository · 3 publications · 52 citations

    3

    h-index

  5. 3

    h-index

1–5