Concepedia

Default Priors

Default Priors is a method in Bayesian statistics that specifies prior distributions automatically based on theoretical desiderata such as invariance, minimal informativeness, or reference properties, rather than on subjective or empirical information.

86

Publications

11.6K

Citations

196

Authors

132

Institutions

Publications per year

2017–2026

31

Parents

Publications

86

A weakly informative default prior distribution for logistic and other regression models

The Annals of Applied Statistics · 2008 · 1.8K citations · Full text

, , +16

A WEAKLY INFORMATIVE DEFAULT PRIOR DISTRIBUTION FOR LOGISTIC AND OTHER REGRESSION MODELS

Andrew Gelman, Aleks Jakulin · 2009 · 1.4K citations

, , +16

The Selection of Prior Distributions by Formal Rules

Robert E. Kass, Larry Wasserman · Journal of the American Statistical Association · 1996 · 1.2K citations

, , +11

Mixtures of <i>g</i> Priors for Bayesian Variable Selection

Feng Liang, Rui Paulo, Germán Molina et al. · Journal of the American Statistical Association · 2008 · 1.1K citations

, , +14

On the Half-Cauchy Prior for a Global Scale Parameter

Nicholas G. Polson, James G. Scott · Bayesian Analysis · 2012 · 470 citations · Full text

, , +16

1–5 of 86

Authors

196

  1. QF
    Quentin F. Gronau

    University of Amsterdam, Netherlands

    4 publications · 247 citations

    4

    h-index

  2. JM
    Joris Mulder

    Tilburg University, Netherlands

    3 publications · 263 citations

    3

    h-index

  3. JO
    James O. Berger

    Purdue University West Lafayette, United States

    3 publications · 183 citations

    3

    h-index

  4. RE
    Robert E. Kass

    Carnegie Mellon University, United States

    3 publications · 1.5K citations

    3

    h-index

  5. BR
    Bruce Rannala

    University of California, Davis, United States

    3 publications · 232 citations

    3

    h-index

1–5 of 196

Institutions

132

  1. Tilburg University

    Tilburg, The Netherlands

    5 h-index

    9 publications

    759 citations

  2. University of Amsterdam

    Amsterdam, The Netherlands

    5 h-index

    7 publications

    501 citations

  3. University College London

    London, United Kingdom

    4 h-index

    6 publications

    435 citations

  4. Utrecht University

    Utrecht, The Netherlands

    4 h-index

    7 publications

    393 citations

  5. Columbia University

    New York, United States

    4 h-index

    10 publications

    11.5K citations

  6. Duke University

    Durham, United States

    4 h-index

    4 publications

    308 citations

  7. University of California, Davis

    Davis, United States

    4 h-index

    9 publications

    542 citations

  8. University of Cagliari

    Cagliari, Italy

    4 h-index

    8 publications

    134 citations

1–8 of 132

Venues

  1. 7

    h-index

  2. Bayesian Analysis

    5 publications · 777 citations

    5

    h-index

  3. arXiv (Cornell University)

    Repository · 4 publications · 156 citations

    4

    h-index

  4. Canadian Journal of Statistics

    CJS · 4 publications · 143 citations

    4

    h-index

  5. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 2 publications · 26 citations

    2

    h-index

1–5