Concepedia

Bayesian Demand Estimation

Bayesian Demand Estimation is a demand estimation method that integrates prior beliefs and observed data within a probabilistic framework to update demand parameter distributions using Bayes' theorem.

72

Publications

3.5K

Citations

160

Authors

95

Institutions

Publications per year

2017–2026

14

Parents

Publications

72

Bayesian BILSTM approach for tourism demand forecasting

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

, , +14

Bayesian Analysis of Simultaneous Demand and Supply

Sha Yang, Yuxin Chen, Greg M. Allenby · Quantitative Marketing and Economics · 2003 · 167 citations

, , +14

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

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

, , +16

The Dynamic Inventory Problem with Unknown Demand Distribution

Donald L. Iglehart · Management Science · 1964 · 129 citations

, , +13

A Bayesian Integration of End-Use Metering and Conditional-Demand Analysis

Chêng Hsiao, Dean C. Mountain, Kathleen Ho Illman · Journal of Business and Economic Statistics · 1995 · 121 citations

, , +16

1–5 of 72

Authors

160

  1. ST
    Steven T. Yen

    University of Tennessee at Knoxville, United States

    4 publications · 198 citations

    4

    h-index

  2. AL
    Alan L. Montgomery

    Carnegie Mellon University, United States

    2 publications · 105 citations

    2

    h-index

  3. WR
    Wesley R. Hartmann

    Stanford University, United States

    2 publications · 123 citations

    2

    h-index

  4. JA
    James A. Chalfant

    University of California, Davis, United States

    2 publications · 123 citations

    2

    h-index

  5. ET
    Eric T. Bradlow

    University of Pennsylvania, United States

    2 publications · 71 citations

    2

    h-index

1–5 of 160

Institutions

95

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    5 h-index

    11 publications

    310 citations

  2. University of Tennessee at Knoxville

    Knoxville, United States

    3 h-index

    6 publications

    162 citations

  3. University of Pennsylvania

    Philadelphia, United States

    3 h-index

    6 publications

    166 citations

  4. Columbia University

    New York, United States

    3 h-index

    3 publications

    257 citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    7 publications

    114 citations

  6. Stanford University

    Stanford, United States

    2 h-index

    2 publications

    147 citations

  7. Fisher College

    Boston, United States

    2 h-index

    2 publications

    202 citations

  8. University of British Columbia

    Vancouver, Canada

    2 h-index

    2 publications

    171 citations

1–8 of 95

Venues

  1. Journal of Business and Economic Statistics

    JBES · 6 publications · 326 citations

    6

    h-index

  2. SSRN Electronic Journal

    Repository · 4 publications · 52 citations

    4

    h-index

  3. American Journal of Agricultural Economics

    3 publications · 155 citations

    3

    h-index

  4. Marketing Science

    3 publications · 205 citations

    3

    h-index

  5. Operations Research

    3 publications · 297 citations

    3

    h-index

1–5