Concepedia

Multivariate Demand Modeling

Multivariate Demand Modeling is a statistical modeling framework that distinguishes itself by simultaneously analyzing multiple interdependent variables—such as price, promotions, seasonality, and external market factors—to capture complex demand dynamics and improve forecasting accuracy in supply chain and operations management.

46

Publications

2.6K

Citations

116

Authors

69

Institutions

Publications per year

2017–2026

17

Parents

Publications

46

Who Benefits from Transshipment? Exogenous vs. Endogenous Wholesale Prices

Lingxiu Dong, Nils Rudi · Management Science · 2004 · 261 citations

, , +15

Modelling multivariate international tourism demand and volatility

Félix Chan, Christine Lim, Michael McAleer · Tourism Management · 2004 · 217 citations

, , +10

Demand forecasting with high dimensional data: The case of SKU retail sales forecasting with intra- and inter-category promotional information

Shaohui Ma, Robert Fildes, Tao Huang · European Journal of Operational Research · 2015 · 174 citations · Full text

, , +16

A big data driven framework for demand-driven forecasting with effects of marketing-mix variables

Ajay Kumar, Ravi Shankar, Naif Radi Aljohani · Industrial Marketing Management · 2019 · 149 citations

, , +16

A multivariate time series approach to modeling and forecasting demand in the emergency department

Spencer S. Jones, R. Scott Evans, Todd L. Allen et al. · Journal of Biomedical Informatics · 2008 · 146 citations

, , +14

1–5 of 46

Authors

116

  1. RS
    R. Sundararajan

    Social Service Sericulture Project Trust, India

    2 publications · 24 citations

    2

    h-index

  2. JB
    Jaromí­r Beneš

    International Monetary Fund, United States

    2 publications · 67 citations

    2

    h-index

  3. PN
    Papa N’Diaye

    International Monetary Fund, United States

    2 publications · 67 citations

    2

    h-index

  4. MS
    Maria Sameiro Carvalho

    University of Minho, Portugal

    1 publications · 84 citations

    1

    h-index

  5. LM
    Louise M. Stewart

    The University of Western Australia, Australia

    1 publications · 119 citations

    1

    h-index

1–5 of 116

Institutions

69

  1. International Monetary Fund

    Washington D.C., United States

    2 h-index

    2 publications

    67 citations

  2. The University of Western Australia

    Perth, Australia

    2 h-index

    5 publications

    791 citations

  3. Chien Hsin University of Science and Technology

    Taoyuan City, Taiwan

    2 h-index

    3 publications

    204 citations

  4. Social Service Sericulture Project Trust

    Dindigul, India

    2 h-index

    4 publications

    46 citations

  5. University of Hong Kong

    Pok Fu Lam, Hong Kong

    2 h-index

    4 publications

    72 citations

  6. Federico Santa María Technical University

    Valparaíso, Chile

    1 h-index

    1 publications

    12 citations

  7. University of Rochester

    Rochester, United States

    1 h-index

    1 publications

    261 citations

  8. National Chin-Yi University of Technology

    Taichung, Taiwan

    1 h-index

    1 publications

    11 citations

1–8 of 69

Venues

  1. SSRN Electronic Journal

    Repository · 2 publications · 42 citations

    2

    h-index

  2. Management Science

    2 publications · 316 citations

    2

    h-index

  3. European Journal of Operational Research

    2 publications · 318 citations

    2

    h-index

  4. Computers & Industrial Engineering

    2 publications · 75 citations

    2

    h-index

  5. Journal of Biomedical Informatics

    2 publications · 265 citations

    2

    h-index

1–5