Concepedia

Panel Demand Forecasting

Panel Demand Forecasting is a demand forecasting method that leverages panel data structures to model heterogeneous demand dynamics across multiple entities over time.

15

Publications

985

Citations

38

Authors

32

Institutions

Publications per year

2017–2026

2

Parents

Publications

15

To Pool or Not to Pool: Homogeneous Versus Heterogeneous Estimators Applied to Cigarette Demand

Badi H. Baltagi, James M. Griffin, Weiwen Xiong · The Review of Economics and Statistics · 2000 · 337 citations

, , +16

Machine Learning Methods for Demand Estimation

Patrick Bajari, Denis Nekipelov, Stephen Ryan et al. · American Economic Review · 2015 · 218 citations

, , +15

A dynamic panel analysis of urban metro demand

Daniel J. Graham, Amado Crôtte, R. J. Anderson · Transportation Research Part E Logistics and Transportation Review · 2009 · 59 citations

, , +14

Modeling OECD energy demand: An international panel smooth transition error-correction model

Chien‐Chiang Lee, Yi‐Bin Chiu · International Review of Economics & Finance · 2012 · 54 citations

, , +11

Incorporating heterogeneity to forecast the demand of new products in emerging markets: Green cars in China

Lixian Qian, Didier Soopramanien · Technological Forecasting and Social Change · 2014 · 51 citations

, , +14

1–5 of 15

Authors

38

  1. MY
    Miaoyu Yang

    University of Washington, United States

    1 publications · 218 citations

    1

    h-index

  2. RK
    Ryuichi Kitamura

    Kyoto University, Japan

    1 publications · 44 citations

    1

    h-index

  3. HJ
    Heng Jiang

    La Trobe University, Australia

    1 publications · 40 citations

    1

    h-index

  4. SR
    Stephen Ryan

    National Bureau of Economic Research, United States

    1 publications · 218 citations

    1

    h-index

  5. AC
    Amado Crôtte

    Transport for London, United Kingdom

    1 publications · 59 citations

    1

    h-index

1–5 of 38

Institutions

32

  1. National Sun Yat-sen University

    Kaohsiung City, Taiwan

    1 h-index

    1 publications

    54 citations

  2. Institut Polytechnique de Bordeaux

    Bordeaux, France

    1 h-index

    1 publications

    23 citations

  3. Beijing Foreign Studies University

    Beijing, China

    1 h-index

    1 publications

    51 citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    1 h-index

    2 publications

    24 citations

  5. Dartmouth College

    Hanover, United States

    1 h-index

    2 publications

    48 citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    1 h-index

    1 publications

    18 citations

  7. Laboratoire de l'Intégration du Matériau au Système

    Talence, France

    1 h-index

    1 publications

    23 citations

  8. Xi’an Jiaotong-Liverpool University

    Suzhou, China

    1 h-index

    1 publications

    51 citations

1–8 of 32

Venues

  1. 1

    h-index

  2. Technological Forecasting and Social Change

    1 publications · 51 citations

    1

    h-index

  3. Applied Economics

    1 publications · 18 citations

    1

    h-index

  4. Management Science

    1 publications · 24 citations

    1

    h-index

  5. 1

    h-index

1–5