Concepedia

Simulation-based Estimation

Simulation-Based Estimation is a methodological approach within discrete choice modeling that uses simulated data to approximate likelihood functions or choice probabilities when analytical solutions are intractable, thereby enabling parameter estimation through repeated stochastic sampling.

304

Publications

25.5K

Citations

844

Authors

405

Institutions

Publications per year

2017–2026

59

Parents

Publications

304

A Method of Simulated Moments for Estimation of Discrete Response Models Without Numerical Integration

Daniel McFadden · Econometrica · 1989 · 1.7K citations

, , +16

Design and Analysis of Simulated Consumer Choice or Allocation Experiments: An Approach Based on Aggregate Data

Jordan J. Louviere, George Woodworth · Journal of Marketing Research · 1983 · 1.4K citations

, , +16

Discrete choice methods with simulation

Computers & Mathematics with Applications · 2004 · 1.2K citations

, , +17

Quasi-random maximum simulated likelihood estimation of the mixed multinomial logit model

Chandra R. Bhat · Transportation Research Part B Methodological · 2001 · 1K citations

, , +17

Simulation estimation of mixed discrete choice models using randomized and scrambled Halton sequences

Chandra R. Bhat · Transportation Research Part B Methodological · 2003 · 853 citations

, , +12

1–5 of 304

Authors

844

  1. MP
    Michael P. Keane

    University of Technology Sydney, Australia

    10 publications · 1.8K citations

    10

    h-index

  2. LA
    Leonard A. Stefanski

    North Carolina State University, United States

    4 publications · 941 citations

    4

    h-index

  3. JC
    J.R. Cook

    Merck & Co., Inc., Rahway, NJ, USA (United States), United States

    4 publications · 1.3K citations

    4

    h-index

  4. SH
    Stephane Hess

    University of Leeds, United Kingdom

    4 publications · 87 citations

    4

    h-index

  5. CR
    Chandra R. Bhat

    The University of Texas at Austin, United States

    4 publications · 1.9K citations

    4

    h-index

1–5 of 844

Institutions

405

  1. The University of Melbourne

    Melbourne, Australia

    7 h-index

    16 publications

    757 citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    6 h-index

    7 publications

    2.1K citations

  3. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    6 h-index

    6 publications

    375 citations

  4. University of Maryland, College Park

    College Park, United States

    6 h-index

    8 publications

    148 citations

  5. North Carolina State University

    Raleigh, United States

    6 h-index

    8 publications

    1.4K citations

  6. University of Oxford

    Oxford, United Kingdom

    6 h-index

    8 publications

    449 citations

  7. University of California San Diego

    San Diego, United States

    6 h-index

    13 publications

    678 citations

  8. Stanford University

    Stanford, United States

    6 h-index

    11 publications

    520 citations

1–8 of 405

Venues

  1. SSRN Electronic Journal

    Repository · 13 publications · 279 citations

    11

    h-index

  2. Journal of Econometrics

    9 publications · 1.7K citations

    9

    h-index

  3. Management Science

    8 publications · 466 citations

    8

    h-index

  4. RePEc: Research Papers in Economics

    Repository · 8 publications · 316 citations

    8

    h-index

  5. Journal of Marketing Research

    6 publications · 2.3K citations

    6

    h-index

1–5