Concepedia

Multi-item Forecasting

Multi-Item Forecasting is a retail forecasting methodology that jointly predicts demand for multiple distinct products by leveraging shared patterns and dependencies across items, thereby improving accuracy through cross-series information pooling.

7

Publications

348

Citations

15

Authors

12

Institutions

Publications per year

2017–2026

2

Parents

Publications

7

Disaggregation methods to expedite product line forecasting

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

, , +15

From predictive to prescriptive analytics: A data-driven multi-item newsvendor model

Sushil Punia, Surya Prakash Singh, Jitender Madaan · Decision Support Systems · 2020 · 61 citations

, , +11

Comparison of seasonal estimation methods in multi-item short-term forecasting

Derek W. Bunn, Angelos I. Vassilopoulos · International Journal of Forecasting · 1999 · 46 citations

, , +11

Using group seasonal indices in multi-item short-term forecasting

Derek W. Bunn, Angelos I. Vassilopoulos · International Journal of Forecasting · 1993 · 29 citations

, , +11

Data Aggregation and Demand Prediction

Maxime C. Cohen, Renyu Zhang, Kevin Jiao · Operations Research · 2022 · 24 citations

, , +17

1–5 of 7

Authors

15

  1. AI
    Angelos I. Vassilopoulos

    London Business School, United Kingdom

    2 publications · 75 citations

    2

    h-index

  2. DW
    Derek W. Bunn

    London Business School, United Kingdom

    2 publications · 75 citations

    2

    h-index

  3. IS
    Inderjit S. Dhillon

    The University of Texas at Austin, United States

    1 publications · 23 citations

    1

    h-index

  4. CW
    Charles W. Gross

    University of Virginia, United States

    1 publications · 141 citations

    1

    h-index

  5. SR
    Shubhankar Ray

    Texas A&M University, United States

    1 publications · 23 citations

    1

    h-index

1–5 of 15

Institutions

12

  1. London Business School

    London, United Kingdom

    2 h-index

    4 publications

    150 citations

  2. McGill University

    Montreal, Canada

    1 h-index

    1 publications

    24 citations

  3. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    1 h-index

    1 publications

    24 citations

  4. The University of Texas at Austin

    Austin, United States

    1 h-index

    1 publications

    23 citations

  5. Department of Biological Sciences

    Moscow, Russia

    1 h-index

    1 publications

    141 citations

  6. University of New Hampshire at Manchester

    Manchester, United States

    1 h-index

    2 publications

    282 citations

  7. Indian Institute of Technology Delhi

    New Delhi, India

    1 h-index

    3 publications

    183 citations

  8. New York University

    New York, United States

    1 h-index

    1 publications

    24 citations

1–8 of 12

Venues

  1. International Journal of Forecasting

    2 publications · 75 citations

    2

    h-index

  2. Operations Research

    1 publications · 24 citations

    1

    h-index

  3. Journal of the Operational Research Society

    OR · 1 publications · 24 citations

    1

    h-index

  4. Decision Support Systems

    1 publications · 61 citations

    1

    h-index

  5. Journal of Forecasting

    1 publications · 141 citations

    1

    h-index

1–5