Concepedia

Prior Elicitation

Prior Elicitation is a methodological framework within Bayesian model building that systematically translates expert knowledge or external information into a formal prior distribution through structured interrogation, judgment quantification, and statistical modeling to inform subsequent Bayesian inference.

131

Publications

8.8K

Citations

353

Authors

229

Institutions

Publications per year

2017–2026

33

Variants

Prior Probability Elicitation

Parents

Publications

131

Power prior distributions for regression models

Ming‐Hui Chen, Joseph G. Ibrahim · Statistical Science · 2000 · 737 citations · Full text

, , +14

Rethinking LDA: Why Priors Matter

Hanna Wallach, David Mimno, Andrew McCallum · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · 2009 · 563 citations · Full text

, , +12

A New Bayesian Model for Survival Data with a Surviving Fraction

Ming‐Hui Chen, Joseph G. Ibrahim, Debajyoti Sinha · Journal of the American Statistical Association · 1999 · 451 citations

, , +17

A guide to eliciting and using expert knowledge in Bayesian ecological models

Petra Kuhnert, Tara G. Martin, Shane P. Griffiths · Ecology Letters · 2010 · 438 citations

, , +16

Combining Expert Judgments: A Bayesian Approach

Peter A. Morris · Management Science · 1977 · 356 citations

, , +16

1–5 of 131

Authors

353

  1. EW
    Eric‐Jan Wagenmakers

    University of Amsterdam, Netherlands

    6 publications · 290 citations

    6

    h-index

  2. PH
    Paul H. Garthwaite

    The Open University, United Kingdom

    6 publications · 227 citations

    6

    h-index

  3. JG
    Joseph G. Ibrahim

    University of North Carolina at Chapel Hill, United States

    6 publications · 1.5K citations

    6

    h-index

  4. KM
    Kerrie Mengersen

    Queensland University of Technology, Australia

    5 publications · 524 citations

    5

    h-index

  5. SL
    Samantha Low‐Choy

    Queensland University of Technology, Australia

    4 publications · 481 citations

    4

    h-index

1–5 of 353

Institutions

229

  1. Worcester Polytechnic Institute

    Worcester, United States

    6 h-index

    6 publications

    1.5K citations

  2. University of Sheffield

    Sheffield, United Kingdom

    6 h-index

    13 publications

    449 citations

  3. University of Toronto

    Toronto, Canada

    5 h-index

    12 publications

    466 citations

  4. University of Amsterdam

    Amsterdam, The Netherlands

    5 h-index

    14 publications

    661 citations

  5. Dana-Farber Cancer Institute

    Boston, United States

    4 h-index

    4 publications

    706 citations

  6. Hospital for Sick Children

    Toronto, Canada

    3 h-index

    4 publications

    213 citations

  7. Kuwait University

    Kuwait City, Kuwait

    3 h-index

    3 publications

    76 citations

  8. University of Liverpool

    Liverpool, United Kingdom

    3 h-index

    10 publications

    375 citations

1–8 of 229

Venues

  1. Bayesian Analysis

    11 publications · 461 citations

    11

    h-index

  2. Statistics in Medicine

    5 publications · 228 citations

    5

    h-index

  3. Environmetrics

    3 publications · 124 citations

    3

    h-index

  4. Biometrics

    3 publications · 52 citations

    3

    h-index

  5. SSRN Electronic Journal

    Repository · 3 publications · 70 citations

    3

    h-index

1–5