Concepedia

Bayesian Demand Forecasting

Bayesian Demand Forecasting is a probabilistic forecasting method that integrates prior demand knowledge and observed data through Bayesian inference to dynamically update demand predictions and quantify uncertainty in demand estimation.

52

Publications

2.5K

Citations

149

Authors

85

Institutions

Publications per year

2017–2026

17

Parents

Publications

52

Stalking Information: Bayesian Inventory Management with Unobserved Lost Sales

Martin A. Lariviere, Evan L. Porteus · Management Science · 1999 · 280 citations

, , +17

Bayesian BILSTM approach for tourism demand forecasting

Anurag Kulshrestha, Venkataraghavan Krishnaswamy, Mayank Sharma · Annals of Tourism Research · 2020 · 235 citations

, , +14

Bayesian Estimation and Control of Detailing Effort in a Repeat Purchase Diffusion Environment

Gary L. Lilien, Ambar G. Rao, Shlomo Kalish · Management Science · 1981 · 186 citations

, , +17

Design for Postponement: A Comprehensive Characterization of Its Benefits Under Unknown Demand Distributions

Yossi Aviv, Awi Federgruen · Operations Research · 2001 · 147 citations

, , +16

Bayesian models for tourism demand forecasting

Kevin Wong, Haiyan Song, Kaye Chon · Tourism Management · 2005 · 111 citations

, , +14

1–5 of 52

Authors

149

  1. JC
    Jian Chai

    Xidian University, China

    3 publications · 60 citations

    3

    h-index

  2. VF
    Valentín Flunkert

    Technische Universität Berlin, Germany

    2 publications · 88 citations

    2

    h-index

  3. DS
    David Salinas

    Amazon (Germany), Germany

    2 publications · 88 citations

    2

    h-index

  4. MO
    Michael Obersteiner

    International Institute for Applied Systems Analysis, Austria

    2 publications · 48 citations

    2

    h-index

  5. HS
    Haiyan Song

    Hong Kong Polytechnic University, Hong Kong SAR China

    2 publications · 138 citations

    2

    h-index

1–5 of 149

Institutions

85

  1. Xi'an Jiaotong University

    Xi'an, China

    3 h-index

    7 publications

    134 citations

  2. Chinese Academy of Sciences

    Beijing, China

    2 h-index

    5 publications

    120 citations

  3. Stanford University

    Stanford, United States

    2 h-index

    3 publications

    320 citations

  4. National University of Singapore

    Singapore, Singapore

    2 h-index

    4 publications

    150 citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    8 publications

    432 citations

  6. Columbia University

    New York, United States

    2 h-index

    2 publications

    222 citations

  7. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    2 h-index

    4 publications

    360 citations

  8. Shaanxi Normal University

    Xi'an, China

    2 h-index

    7 publications

    156 citations

1–8 of 85

Venues

  1. Management Science

    4 publications · 553 citations

    4

    h-index

  2. International Journal of Forecasting

    2 publications · 91 citations

    2

    h-index

  3. Energies

    2 publications · 48 citations

    2

    h-index

  4. Operations Research

    2 publications · 237 citations

    2

    h-index

  5. Annals of Tourism Research

    1 publications · 235 citations

    1

    h-index

1–5