Concepedia

Aggregate Forecasting

Aggregate Forecasting is a forecasting method that estimates total demand across multiple products, regions, or time periods by consolidating individual-level data into a higher-level summary, thereby enabling more stable and less volatile predictions than individual item forecasts.

195

Publications

12.5K

Citations

369

Authors

216

Institutions

Publications per year

2017–2026

34

Parents

Publications

195

Optimal Deep Learning LSTM Model for Electric Load Forecasting using Feature Selection and Genetic Algorithm: Comparison with Machine Learning Approaches †

Salah Bouktif, Ali Fiaz, Ali Ouni et al. · Energies · 2018 · 902 citations · Full text

, , +16

Averages of Forecasts: Some Empirical Results

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

, , +15

Does earnings guidance affect market returns? The nature and information content of aggregate earnings guidance

Carol Lynn Anilowski, Mei Feng, Douglas J. Skinner · Journal of Accounting and Economics · 2006 · 494 citations

, , +17

Coronavirus: Impact on Stock Prices and Growth Expectations

Niels Joachim Gormsen, Ralph S. J. Koijen · The Review of Asset Pricing Studies · 2020 · 473 citations · Full text

, , +16

Optimal combination forecasts for hierarchical time series

Rob J. Hyndman, Roman A. Ahmed, George Athanasopoulos et al. · Computational Statistics & Data Analysis · 2011 · 438 citations

, , +16

1–5 of 195

Authors

369

  1. GC
    George C. Tiao

    University of Wisconsin–Madison, United States

    5 publications · 348 citations

    5

    h-index

  2. KH
    Kirstin Hubrich

    Federal Reserve Board of Governors, United States

    5 publications · 289 citations

    5

    h-index

  3. DF
    David F. Hendry

    University of Oxford, United Kingdom

    5 publications · 289 citations

    5

    h-index

  4. HL
    Helmut Lütkepohl

    Humboldt-Universität zu Berlin, Germany

    6 publications · 256 citations

    5

    h-index

  5. RJ
    Rob J. Hyndman

    Monash University, Australia

    4 publications · 556 citations

    4

    h-index

1–5 of 369

Institutions

216

  1. University of Chicago

    Chicago, United States

    10 h-index

    15 publications

    2.8K citations

  2. Federal Reserve Board of Governors

    Washington D.C., United States

    6 h-index

    9 publications

    341 citations

  3. University of Wisconsin–Madison

    Madison, United States

    6 h-index

    6 publications

    420 citations

  4. Federal Reserve

    Washington D.C., United States

    6 h-index

    9 publications

    341 citations

  5. Cardiff University

    Cardiff, United Kingdom

    5 h-index

    5 publications

    304 citations

  6. Stanford University

    Stanford, United States

    5 h-index

    7 publications

    378 citations

  7. Centre for Economic Policy Research

    London, United Kingdom

    4 h-index

    4 publications

    367 citations

  8. University of Pittsburgh

    Pittsburgh, United States

    4 h-index

    5 publications

    734 citations

1–8 of 216

Venues

  1. International Journal of Production Economics

    11 publications · 1K citations

    11

    h-index

  2. Journal of Forecasting

    12 publications · 336 citations

    11

    h-index

  3. SSRN Electronic Journal

    Repository · 13 publications · 752 citations

    11

    h-index

  4. International Journal of Forecasting

    9 publications · 398 citations

    9

    h-index

  5. Management Science

    5 publications · 1K citations

    5

    h-index

1–5