Concepedia

Disaggregation Forecasting

Disaggregation Forecasting is a hierarchical forecasting method that generates forecasts at a disaggregated level by distributing aggregate predictions according to estimated proportions or constraints, distinguished from other methods by its top-down reconciliation approach based on forecasted or historical proportions.

45

Publications

1.6K

Citations

109

Authors

64

Institutions

Publications per year

2017–2026

9

Variants

Top-down Forecasting

Parents

Publications

45

Combining Disaggregate Forecasts or Combining Disaggregate Information to Forecast an Aggregate

David F. Hendry, Kirstin Hubrich · Journal of Business and Economic Statistics · 2009 · 159 citations

, , +15

Disaggregation methods to expedite product line forecasting

Charles W. Gross, Jeffrey Sohl · Journal of Forecasting · 1990 · 141 citations

, , +15

Are disaggregate data useful for factor analysis in forecasting French GDP?

Karim Barhoumi, Olivier Darné, Laurent Ferrara · Journal of Forecasting · 2009 · 106 citations

, , +17

Stochastic disaggregation of monthly rainfall data for crop simulation studies

James Hansen, Amor V.M. Ines · Agricultural and Forest Meteorology · 2005 · 83 citations

, , +14

Improved Forecasting Through the Design of Homogeneous Groups

Edwin J. Elton, Martin J. Gruber · The Journal of Business · 1971 · 69 citations

, , +15

1–5 of 45

Authors

109

  1. DF
    David F. Hendry

    University of Oxford, United Kingdom

    5 publications · 301 citations

    5

    h-index

  2. KH
    Kirstin Hubrich

    Federal Reserve Board of Governors, United States

    4 publications · 271 citations

    4

    h-index

  3. OD
    Olivier Darné

    Nantes Université, France

    3 publications · 154 citations

    3

    h-index

  4. FR
    Francesco Ravazzolo

    BI Norwegian Business School, Norway

    3 publications · 116 citations

    3

    h-index

  5. LF
    Laurent Ferrara

    Banque de France, France

    3 publications · 154 citations

    3

    h-index

1–5 of 109

Institutions

64

  1. University of Oxford

    Oxford, United Kingdom

    4 h-index

    5 publications

    320 citations

  2. BI Norwegian Business School

    Oslo, Norway

    3 h-index

    3 publications

    116 citations

  3. Banque de France

    Paris, France

    3 h-index

    8 publications

    426 citations

  4. Nantes Université

    Nantes, France

    3 h-index

    3 publications

    154 citations

  5. Federal Reserve Board of Governors

    Washington D.C., United States

    2 h-index

    2 publications

    101 citations

  6. University of Toronto

    Toronto, Canada

    2 h-index

    6 publications

    72 citations

  7. Federal Reserve

    Washington D.C., United States

    2 h-index

    2 publications

    101 citations

  8. Emory University

    Atlanta, United States

    2 h-index

    2 publications

    34 citations

1–8 of 64

Venues

  1. Journal of Forecasting

    5 publications · 302 citations

    5

    h-index

  2. SSRN Electronic Journal

    Repository · 5 publications · 170 citations

    5

    h-index

  3. International Journal of Forecasting

    3 publications · 95 citations

    3

    h-index

  4. Journal of Hydrology

    2 publications · 103 citations

    2

    h-index

  5. Applied Soft Computing

    2 publications · 46 citations

    2

    h-index

1–5