Concepedia

Distributional Forecasting

Distributional Forecasting is a probabilistic forecasting approach that specifies the entire probability distribution of future outcomes as its prediction, distinguishing itself from point or interval forecasting by providing a complete characterization of forecast uncertainty.

22

Publications

1.1K

Citations

48

Authors

37

Institutions

Publications per year

2017–2026

13

Parents

Publications

22

How predictable is technological progress?

J. Doyne Farmer, François Lafond · Research Policy · 2016 · 240 citations · Full text

, , +17

Probabilistic Forecasting With Fuzzy Time Series

Petrônio Cândido de Lima e Silva, Hossein Javedani Sadaei, Rosângela Ballini et al. · IEEE Transactions on Fuzzy Systems · 2019 · 94 citations

, , +17

Distributional neural networks for electricity price forecasting

Grzegorz Marcjasz, Michał Narajewski, Rafał Weron et al. · Energy Economics · 2023 · 83 citations

, , +14

An evaluation of tests of distributional forecasts

Pablo Noceti, Jeremy Smith, Stewart D. Hodges · Journal of Forecasting · 2003 · 74 citations

, , +16

Distributional regression forests for probabilistic precipitation forecasting in complex terrain

Lisa Schlosser, Torsten Hothorn, Reto Stauffer et al. · The Annals of Applied Statistics · 2019 · 65 citations · Full text

, , +15

1–5 of 22

Authors

48

  1. AJ
    Alexander J. McNeil

    ETH Zurich, Switzerland

    2 publications · 31 citations

    2

    h-index

  2. FZ
    Florian Ziel

    University of Duisburg-Essen, Germany

    2 publications · 95 citations

    2

    h-index

  3. RW
    Rafał Weron

    Wrocław University of Science and Technology, Poland

    2 publications · 119 citations

    2

    h-index

  4. FL
    François Lafond

    University of Oxford, United Kingdom

    2 publications · 260 citations

    2

    h-index

  5. FK
    Fabian Krüger

    Karlsruhe Institute of Technology, Germany

    2 publications · 58 citations

    2

    h-index

1–5 of 48

Institutions

37

  1. University of Oxford

    Oxford, United Kingdom

    3 h-index

    5 publications

    552 citations

  2. Federal Reserve Board of Governors

    Washington D.C., United States

    2 h-index

    2 publications

    31 citations

  3. University of Duisburg-Essen

    Essen, Germany

    2 h-index

    3 publications

    178 citations

  4. Wrocław University of Science and Technology

    Wroclaw, Poland

    2 h-index

    5 publications

    274 citations

  5. AGH University of Krakow

    Krakow, Poland

    2 h-index

    5 publications

    274 citations

  6. Iowa State University

    Ames, United States

    1 h-index

    3 publications

    39 citations

  7. Georgetown University

    Washington, United States

    1 h-index

    1 publications

    21 citations

  8. Centro de Ciências do Mar do Algarve

    Faro, Portugal

    1 h-index

    3 publications

    69 citations

1–8 of 37

Venues

  1. Journal of Banking & Finance

    2 publications · 54 citations

    2

    h-index

  2. SSRN Electronic Journal

    Repository · 2 publications · 45 citations

    2

    h-index

  3. Energy Economics

    2 publications · 138 citations

    2

    h-index

  4. International Journal of Forecasting

    2 publications · 44 citations

    2

    h-index

  5. 1

    h-index

1–5