Concepedia

Uncertainty Quantification In Forecasting

Uncertainty Quantification in Forecasting is a methodological framework within procurement forecasting that characterizes and measures the uncertainty associated with predicted demand, supply, or cost estimates by specifying probabilistic bounds, confidence intervals, or predictive distributions to distinguish it from deterministic point forecasts.

109

Publications

7.6K

Citations

283

Authors

182

Institutions

Publications per year

2017–2026

48

Parents

Publications

109

Uncertainty and Economic Activity: Evidence from Business Survey Data

Rüdiger Bachmann, Steffen Elstner, Eric Sims · American Economic Journal Macroeconomics · 2013 · 1K citations

, , +17

Prediction Markets

Justin Wolfers, Eric Zitzewitz · The Journal of Economic Perspectives · 2004 · 788 citations · Full text

, , +17

Density Forecasting for Long-Term Peak Electricity Demand

Rob J. Hyndman, Fan Shu · IEEE Transactions on Power Systems · 2009 · 368 citations

, , +14

The role of news-based uncertainty indices in predicting oil markets: a hybrid nonparametric quantile causality method

Mehmet Balcılar, Stelios Bekiros, Rangan Gupta · Empirical Economics · 2016 · 332 citations

, , +16

Neural Network-Based Uncertainty Quantification: A Survey of Methodologies and Applications

H M Dipu Kabir, Abbas Khosravi, Mohammad Anwar Hosen et al. · IEEE Access · 2018 · 269 citations · Full text

, , +15

1–5 of 109

Authors

283

  1. JT
    Joseph Tracy

    National Bureau of Economic Research, United States

    3 publications · 178 citations

    3

    h-index

  2. CS
    Chi‐Wei Su

    Qingdao University, China

    3 publications · 133 citations

    3

    h-index

  3. AG
    Anil Gaba

    INSEAD, Singapore

    3 publications · 288 citations

    3

    h-index

  4. KF
    Kenneth F. Wallis

    University of Warwick, United Kingdom

    3 publications · 312 citations

    3

    h-index

  5. RW
    Robert W. Rich

    Federal Reserve Bank of Cleveland, United States

    3 publications · 178 citations

    3

    h-index

1–5 of 283

Institutions

182

  1. National Bureau of Economic Research

    Cambridge, United States

    4 h-index

    4 publications

    1.9K citations

  2. New York University

    New York, United States

    3 h-index

    3 publications

    148 citations

  3. National University of Singapore

    Singapore, Singapore

    3 h-index

    6 publications

    185 citations

  4. Duke University

    Durham, United States

    3 h-index

    3 publications

    177 citations

  5. INSEAD

    Singapore, Singapore

    3 h-index

    5 publications

    414 citations

  6. Delft University of Technology

    Delft, The Netherlands

    3 h-index

    3 publications

    183 citations

  7. Qingdao University

    Qingdao, China

    3 h-index

    9 publications

    399 citations

  8. Federal Reserve Bank of Dallas

    Dallas, United States

    3 h-index

    4 publications

    82 citations

1–8 of 182

Venues

  1. SSRN Electronic Journal

    Repository · 8 publications · 263 citations

    8

    h-index

  2. International Journal of Forecasting

    4 publications · 330 citations

    4

    h-index

  3. RePEc: Research Papers in Economics

    Repository · 2 publications · 40 citations

    2

    h-index

  4. International Petroleum Technology Conference

    Conference · 2 publications · 36 citations

    2

    h-index

  5. SPE Annual Technical Conference and Exhibition

    Conference · 2 publications · 39 citations

    2

    h-index

1–5