Concepedia

Forecast Reconciliation

Forecast Reconciliation is a post-processing methodology in demand and revenue forecasting that transforms a set of incoherent base forecasts for related series—typically linked by hierarchical or grouped aggregation structures—into an adjusted set of coherent forecasts that satisfy the aggregation constraints while optimally preserving the information content of the original forecasts.

36

Publications

1.6K

Citations

60

Authors

36

Institutions

Publications per year

2017–2026

31

Parents

Children

Publications

36

Optimal Forecast Reconciliation for Hierarchical and Grouped Time Series Through Trace Minimization

Shanika L. Wickramasuriya, George Athanasopoulos, Rob J. Hyndman · Journal of the American Statistical Association · 2018 · 304 citations · Full text

, , +16

Fast computation of reconciled forecasts for hierarchical and grouped time series

Rob J. Hyndman, Alan J. Lee, Earo Wang · Computational Statistics & Data Analysis · 2015 · 149 citations

, , +14

Superensemble forecasts of dengue outbreaks

Teresa K. Yamana, Sasikiran Kandula, Jeffrey Shaman · Journal of The Royal Society Interface · 2016 · 105 citations · Full text

, , +17

Forecast reconciliation: A geometric view with new insights on bias correction

Anastasios Panagiotelis, George Athanasopoulos, Puwasala Gamakumara et al. · International Journal of Forecasting · 2020 · 92 citations

, , +12

Probabilistic forecast reconciliation with applications to wind power and electric load

Jooyoung Jeon, Anastasios Panagiotelis, Fotios Petropoulos · European Journal of Operational Research · 2019 · 86 citations · Full text

, , +13

1–5 of 36

Authors

60

  1. RJ
    Rob J. Hyndman

    Monash University, Australia

    9 publications · 715 citations

    9

    h-index

  2. AP
    Anastasios Panagiotelis

    Monash University, Australia

    6 publications · 313 citations

    6

    h-index

  3. GA
    George Athanasopoulos

    Monash University, Australia

    5 publications · 509 citations

    5

    h-index

  4. FP
    Fotios Petropoulos

    University of Bath, United Kingdom

    4 publications · 153 citations

    4

    h-index

  5. JK
    Jan Kloppenborg Møller

    Technical University of Denmark, Denmark

    3 publications · 92 citations

    3

    h-index

1–5 of 60

Institutions

36

  1. Monash University

    Melbourne, Australia

    10 h-index

    21 publications

    1.7K citations

  2. Technical University of Denmark

    Kongens Lyngby, Denmark

    5 h-index

    18 publications

    533 citations

  3. University of Auckland

    Auckland, New Zealand

    4 h-index

    4 publications

    500 citations

  4. The University of Sydney

    Sydney, Australia

    4 h-index

    4 publications

    197 citations

  5. University of Bath

    Bath, United Kingdom

    3 h-index

    4 publications

    220 citations

  6. University of Padua

    Padua, Italy

    3 h-index

    6 publications

    108 citations

  7. University of Skövde

    Skövde, Sweden

    2 h-index

    2 publications

    51 citations

  8. National University of Singapore

    Singapore, Singapore

    2 h-index

    4 publications

    242 citations

1–8 of 36

Venues

  1. Solar Energy

    4 publications · 175 citations

    4

    h-index

  2. European Journal of Operational Research

    4 publications · 191 citations

    4

    h-index

  3. International Journal of Forecasting

    3 publications · 128 citations

    3

    h-index

  4. Applied Energy

    2 publications · 45 citations

    2

    h-index

  5. Energy

    1 publications · 13 citations

    1

    h-index

1–5