Concepedia

Bayesian Choice Modeling

Bayesian Choice Modeling is a statistical modeling framework within mode choice analysis that employs Bayesian inference to estimate parameter distributions by updating prior beliefs with observed behavioral data, thereby capturing uncertainty and heterogeneity in decision-making processes.

90

Publications

6.5K

Citations

207

Authors

142

Institutions

Publications per year

2017–2026

22

Parents

Publications

90

Decision-Making Under Uncertainty: Capturing Dynamic Brand Choice Processes in Turbulent Consumer Goods Markets

Tülin Erdem, Michael P. Keane · Marketing Science · 1996 · 1.3K citations

, , +17

Designing Conjoint Choice Experiments Using Managers' Prior Beliefs

Zsolt Sándor, Michel Wedel · Journal of Marketing Research · 2001 · 490 citations · Full text

, , +17

A Choice Model with Conjunctive, Disjunctive, and Compensatory Screening Rules

Timothy J. Gilbride, Greg M. Allenby · Marketing Science · 2004 · 449 citations

, , +17

Modeling Multiattribute Utility, Risk, and Belief Dynamics for New Consumer Durable Brand Choice

John Roberts, Glen L. Urban · Management Science · 1988 · 335 citations

, , +17

Incorporating pro-environmental preferences towards green automobile technologies through a Bayesian hybrid choice model

Ricardo A. Daziano, Denis Bolduc · Transportmetrica A Transport Science · 2011 · 231 citations

, , +17

1–5 of 90

Authors

207

  1. PG
    Peter Goos

    University of Antwerp, Belgium

    9 publications · 368 citations

    9

    h-index

  2. MV
    Martina Vandebroek

    KU Leuven, Belgium

    7 publications · 321 citations

    7

    h-index

  3. RK
    Roselinde Kessels

    University of Antwerp, Belgium

    5 publications · 189 citations

    5

    h-index

  4. BJ
    Bradley Jones

    SAS Institute (United States), United States

    4 publications · 174 citations

    4

    h-index

  5. SA
    Samer A. Kharroubi

    American University of Beirut, Lebanon

    4 publications · 93 citations

    4

    h-index

1–5 of 207

Institutions

142

  1. University of Antwerp

    Antwerp, Belgium

    8 h-index

    11 publications

    435 citations

  2. KU Leuven

    Leuven, Belgium

    8 h-index

    13 publications

    535 citations

  3. Erasmus University Rotterdam

    Rotterdam, The Netherlands

    5 h-index

    8 publications

    918 citations

  4. University of Groningen

    Groningen, The Netherlands

    4 h-index

    6 publications

    649 citations

  5. University of Michigan

    Ann Arbor, United States

    4 h-index

    4 publications

    757 citations

  6. SAS Institute (United States)

    Cary, United States

    4 h-index

    4 publications

    174 citations

  7. New York University

    New York, United States

    4 h-index

    5 publications

    275 citations

  8. University of Washington

    Seattle, United States

    3 h-index

    6 publications

    286 citations

1–8 of 142

Venues

  1. Marketing Science

    6 publications · 2K citations

    6

    h-index

  2. Journal of Marketing Research

    5 publications · 830 citations

    5

    h-index

  3. Journal of Mathematical Psychology

    4 publications · 121 citations

    4

    h-index

  4. Journal of Business and Economic Statistics

    JBES · 3 publications · 142 citations

    3

    h-index

  5. SSRN Electronic Journal

    Repository · 3 publications · 54 citations

    3

    h-index

1–5