Concepedia

Simple Averaging

Simple Averaging is a forecast combination method that belongs to the class of ensemble techniques by aggregating predictions through the arithmetic mean of individual forecasts, distinguished by its equal weighting scheme that assigns identical importance to each constituent model without adaptive or optimized adjustments.

168

Publications

10.7K

Citations

503

Authors

308

Institutions

Publications per year

2017–2026

42

Variants

Equal WeightingSimple Average

Parents

Publications

168

Averages of Forecasts: Some Empirical Results

Spyros Makridakis, Robert L. Winkler · Management Science · 1983 · 626 citations

, , +15

Averaging Weights Leads to Wider Optima and Better Generalization

Pavel Izmailov, D. A. Podoprikhin, Timur Garipov et al. · 2018 · 617 citations

, , +14

ATMOSPHERIC RADIOCARBON FOR THE PERIOD 1950–2019

Quan Hua, Jocelyn Turnbull, Guaciara M. Santos et al. · Radiocarbon · 2021 · 418 citations · Full text

, , +11

Model aggregation techniques in federated learning: A comprehensive survey

Pian Qi, Diletta Chiaro, Antonella Guzzo et al. · Future Generation Computer Systems · 2023 · 401 citations · Full text

, , +10

Composite Variables

Mi‐Kyung Song, Feng-Chang Lin, Sandra E. Ward et al. · Nursing Research · 2012 · 381 citations

, , +14

1–5 of 168

Authors

503

  1. LU
    Lyle Ungar

    University of Pennsylvania, United States

    2 publications · 209 citations

    2

    h-index

  2. RK
    Rahman Khatibi

    University of Tabriz, Iran

    2 publications · 174 citations

    2

    h-index

  3. DJ
    Danial Jahed Armaghani

    University of Technology Malaysia, Malaysia

    2 publications · 192 citations

    2

    h-index

  4. PE
    Philip E. Tetlock

    University of Pennsylvania, United States

    2 publications · 209 citations

    2

    h-index

  5. BA
    Barbara A. Mellers

    University of Pennsylvania, United States

    2 publications · 209 citations

    2

    h-index

1–5 of 503

Institutions

308

  1. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    4 h-index

    9 publications

    579 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    4 h-index

    9 publications

    135 citations

  3. UNSW Sydney

    Sydney, Australia

    3 h-index

    7 publications

    1.5K citations

  4. Stanford University

    Stanford, United States

    3 h-index

    6 publications

    574 citations

  5. University of Colorado Boulder

    Boulder, United States

    3 h-index

    7 publications

    975 citations

  6. National Research University Higher School of Economics

    Moscow, Russia

    3 h-index

    7 publications

    1.9K citations

  7. University of Chicago

    Chicago, United States

    3 h-index

    3 publications

    151 citations

  8. Chinese Academy of Sciences

    Beijing, China

    3 h-index

    8 publications

    312 citations

1–8 of 308

Venues

  1. International Journal of Forecasting

    5 publications · 746 citations

    5

    h-index

  2. IEEE Transactions on Biomedical Engineering

    3 publications · 121 citations

    3

    h-index

  3. arXiv (Cornell University)

    Repository · 3 publications · 404 citations

    3

    h-index

  4. Journal of Forecasting

    3 publications · 133 citations

    3

    h-index

  5. Geophysics

    2 publications · 65 citations

    2

    h-index

1–5