Concepedia

Coherent Forecasting

Coherent Forecasting is a hierarchical forecasting method that ensures forecasts across multiple levels of a hierarchy are mutually consistent by enforcing aggregation constraints, distinguishing it from unconstrained or independent forecasting approaches.

18

Publications

466

Citations

39

Authors

23

Institutions

Publications per year

2017–2026

6

Variants

Reconciled Forecasting

Parents

Publications

18

Coherent forecasting in integer time series models

Robert C. Jung, A. R. Tremayne · International Journal of Forecasting · 2005 · 82 citations

, , +10

Coherent forecasting of multiple-decrement life tables: a test using Japanese cause of death data

Jim Oeppen · Universitat de Girona Digital Repository (Universitat de Girona) · 2008 · 38 citations · Full text

, , +16

Day-Ahead Hierarchical Probabilistic Load Forecasting With Linear Quantile Regression and Empirical Copulas

Tianhui Zhao, Jianxue Wang, Yao Zhang · IEEE Access · 2019 · 38 citations · Full text

, , +16

Improving the forecasting performance of temporal hierarchies

Evangelos Spiliotis, Fotios Petropoulos, Vassilios Assimakopoulos · PLoS ONE · 2019 · 38 citations · Full text

, , +16

INAR(1) modeling of overdispersed count series with an environmental application

Harry Pavlopoulos, Dimitris Karlis · Environmetrics · 2007 · 33 citations

, , +17

1–5 of 18

Authors

39

  1. RM
    Raju Maiti

    Indian Statistical Institute, India

    5 publications · 79 citations

    5

    h-index

  2. AB
    Atanu Biswas

    Indian Statistical Institute, India

    4 publications · 63 citations

    4

    h-index

  3. JO
    Jim Oeppen

    Max Planck Institute for Demographic Research, Germany

    2 publications · 65 citations

    2

    h-index

  4. SD
    Samarjit Das

    Indian Statistical Institute, India

    2 publications · 33 citations

    2

    h-index

  5. HL
    Han Lin Shang

    Australian National University, Australia

    1 publications · 24 citations

    1

    h-index

1–5 of 39

Institutions

23

  1. Indian Statistical Institute

    Kolkata, India

    5 h-index

    10 publications

    158 citations

  2. Duke-NUS Medical School

    Singapore, Singapore

    2 h-index

    2 publications

    33 citations

  3. Xi'an Jiaotong University

    Xi'an, China

    1 h-index

    3 publications

    114 citations

  4. Northwestern University

    Evanston, United States

    1 h-index

    1 publications

    22 citations

  5. Savitribai Phule Pune University

    Pune, India

    1 h-index

    3 publications

    30 citations

  6. University of Southern Denmark

    Odense, Denmark

    1 h-index

    2 publications

    54 citations

  7. Amazon (Germany)

    Berlin, Germany

    1 h-index

    1 publications

    29 citations

  8. University of Bath

    Bath, United Kingdom

    1 h-index

    1 publications

    38 citations

1–8 of 23

Venues

  1. Journal of Forecasting

    1 publications · 17 citations

    1

    h-index

  2. Stochastic Models

    1 publications · 13 citations

    1

    h-index

  3. PLoS ONE

    1 publications · 38 citations

    1

    h-index

  4. Environmetrics

    1 publications · 33 citations

    1

    h-index

  5. International Statistical Review

    1 publications · 15 citations

    1

    h-index

1–5