Concepedia

Bayesian Prior Elicitation

Bayesian Prior Elicitation is the systematic process of formulating and quantifying prior knowledge or beliefs about model parameters in a Bayesian framework, distinguishing it from other prior specification methods by its emphasis on transparent, expert-informed, and often interactive derivation of prior distributions.

106

Publications

5.3K

Citations

326

Authors

210

Institutions

Publications per year

2017–2026

25

Parents

Publications

106

Signaling by Underpricing in the IPO Market

Franklin Allen, Gerald R. Faulhaber · SSRN Electronic Journal · 1989 · 490 citations · Full text

, , +17

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

Elicitation by design in ecology: using expert opinion to inform priors for Bayesian statistical models

Samantha Low‐Choy, Rebecca O’Leary, Kerrie Mengersen · Ecology · 2009 · 290 citations · Full text

, , +17

Estimating the probability of failure when testing reveals no failures

Keith Miller, Larry Morell, Robert E. Noonan et al. · IEEE Transactions on Software Engineering · 1992 · 280 citations

, , +16

1–5 of 106

Authors

326

  1. EW
    Eric‐Jan Wagenmakers

    University of Amsterdam, Netherlands

    6 publications · 284 citations

    6

    h-index

  2. QF
    Quentin F. Gronau

    University of Amsterdam, Netherlands

    3 publications · 206 citations

    3

    h-index

  3. SL
    Samantha Low‐Choy

    Queensland University of Technology, Australia

    3 publications · 465 citations

    3

    h-index

  4. DS
    Debajyoti Sinha

    Florida State University, United States

    3 publications · 566 citations

    3

    h-index

  5. AL
    Alexander Ly

    University of Amsterdam, Netherlands

    3 publications · 206 citations

    3

    h-index

1–5 of 326

Institutions

210

  1. University of Amsterdam

    Amsterdam, The Netherlands

    5 h-index

    11 publications

    562 citations

  2. University of Sheffield

    Sheffield, United Kingdom

    4 h-index

    5 publications

    166 citations

  3. Worcester Polytechnic Institute

    Worcester, United States

    4 h-index

    4 publications

    622 citations

  4. Lancaster University

    Lancaster, United Kingdom

    3 h-index

    6 publications

    196 citations

  5. University of Warwick

    Coventry, United Kingdom

    3 h-index

    5 publications

    176 citations

  6. University of Toronto

    Toronto, Canada

    3 h-index

    8 publications

    403 citations

  7. University of Liverpool

    Liverpool, United Kingdom

    3 h-index

    10 publications

    375 citations

  8. University of Michigan

    Ann Arbor, United States

    3 h-index

    3 publications

    77 citations

1–8 of 210

Venues

  1. Bayesian Analysis

    5 publications · 291 citations

    5

    h-index

  2. The American Statistician

    4 publications · 297 citations

    4

    h-index

  3. Biometrics

    3 publications · 52 citations

    3

    h-index

  4. Statistics in Medicine

    3 publications · 123 citations

    3

    h-index

  5. International Journal of Forecasting

    2 publications · 49 citations

    2

    h-index

1–5