Concepedia

Copula-based Forecasting

Copula-Based Forecasting is a probabilistic forecasting method that uses copula functions to model the dependence structure among variables separately from their marginal distributions, enabling flexible and accurate joint predictive density estimation.

184

Publications

8.2K

Citations

545

Authors

313

Institutions

Publications per year

2017–2026

121

Parents

Publications

184

Data-Driven Probabilistic Net Load Forecasting With High Penetration of Behind-the-Meter PV

Yi Wang, Ning Zhang, Qixin Chen et al. · IEEE Transactions on Power Systems · 2017 · 285 citations

, , +16

Copula-based drought risk assessment combined with an integrated index in the Wei River Basin, China

Jianxia Chang, Yunyun Li, Yimin Wang et al. · Journal of Hydrology · 2016 · 244 citations

, , +16

Gold and crude oil as safe-haven assets for clean energy stock indices: Blended copulas approach

Elie Bouri, Naji Jalkh, Anupam Dutta et al. · Energy · 2019 · 240 citations

, , +17

Deep Learning-Based Multivariate Probabilistic Forecasting for Short-Term Scheduling in Power Markets

Jean‐François Toubeau, Jérémie Bottieau, François Vallée et al. · IEEE Transactions on Power Systems · 2018 · 212 citations · Full text

, , +17

Time-adaptive quantile-copula for wind power probabilistic forecasting

Ricardo J. Bessa, Vladimiro Miranda, Audun Botterud et al. · Renewable Energy · 2011 · 179 citations

, , +13

1–5 of 184

Authors

545

  1. YW
    Yuankun Wang

    Nanjing University, China

    4 publications · 96 citations

    4

    h-index

  2. HM
    Hamid Moradkhani

    University of Alabama, United States

    3 publications · 465 citations

    3

    h-index

  3. RJ
    Ricardo J. Bessa

    INESC TEC, Portugal

    3 publications · 201 citations

    3

    h-index

  4. JM
    Joakim Munkhammar

    Uppsala University, Sweden

    3 publications · 54 citations

    3

    h-index

  5. JW
    Jichun Wu

    Nanjing University, China

    4 publications · 95 citations

    3

    h-index

1–5 of 545

Institutions

313

  1. Xi'an University of Technology

    Xi'an, China

    5 h-index

    14 publications

    1.5K citations

  2. UNSW Sydney

    Sydney, Australia

    5 h-index

    9 publications

    258 citations

  3. Tsinghua University

    Beijing, China

    5 h-index

    11 publications

    1.7K citations

  4. Wuhan University

    Wuhan, China

    4 h-index

    15 publications

    540 citations

  5. Texas A&M University

    College Station, United States

    4 h-index

    6 publications

    392 citations

  6. Shandong University

    Jinan, China

    4 h-index

    15 publications

    408 citations

  7. The University of Melbourne

    Melbourne, Australia

    4 h-index

    6 publications

    169 citations

  8. University of Hong Kong

    Pok Fu Lam, Hong Kong

    4 h-index

    4 publications

    247 citations

1–8 of 313

Venues

  1. Journal of Hydrology

    10 publications · 734 citations

    10

    h-index

  2. SSRN Electronic Journal

    Repository · 6 publications · 143 citations

    6

    h-index

  3. Energy

    5 publications · 492 citations

    5

    h-index

  4. Economic Modelling

    4 publications · 116 citations

    4

    h-index

  5. IEEE Transactions on Power Systems

    4 publications · 734 citations

    4

    h-index

1–5