Concepedia

Jeffreys Priors

Jeffreys Priors is a method of prior specification in Bayesian statistics that defines a non-informative prior distribution based on the square root of the determinant of the Fisher information matrix, ensuring invariance under reparameterization.

155

Publications

18.1K

Citations

258

Authors

159

Institutions

Publications per year

2017–2026

24

Parents

Publications

155

Bias reduction of maximum likelihood estimates

David Firth · Biometrika · 1993 · 4.4K 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

Penalising Model Component Complexity: A Principled, Practical Approach to Constructing Priors

Daniel Simpson, Håvard Rue, Andrea Riebler et al. · Statistical Science · 2017 · 1.1K citations · Full text

, , +16

Simulating normalizing constants: from importance sampling to bridge sampling to path sampling

Andrew Gelman, Xiao‐Li Meng · Statistical Science · 1998 · 992 citations · Full text

, , +17

An Empirical Bayesian Strategy for Solving the Simultaneous Sparse Approximation Problem

David Wipf, Bhaskar D. Rao · IEEE Transactions on Signal Processing · 2007 · 908 citations

, , +14

1–5 of 155

Authors

258

  1. SN
    Sa‐Aat Niwitpong

    King Mongkut's University of Technology North Bangkok, Thailand

    5 publications · 128 citations

    5

    h-index

  2. RE
    Robert E. Kass

    Carnegie Mellon University, United States

    4 publications · 1.7K citations

    4

    h-index

  3. JG
    Joseph G. Ibrahim

    University of North Carolina at Chapel Hill, United States

    4 publications · 245 citations

    4

    h-index

  4. KY
    Keying Ye

    Virginia Tech, United States

    4 publications · 77 citations

    4

    h-index

  5. NY
    Noppadon Yosboonruang

    King Mongkut's University of Technology North Bangkok, Thailand

    3 publications · 90 citations

    3

    h-index

1–5 of 258

Institutions

159

  1. University of Florida

    Gainesville, United States

    7 h-index

    11 publications

    726 citations

  2. University of Toronto

    Toronto, Canada

    7 h-index

    12 publications

    1.5K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    9 publications

    3.2K citations

  4. King Mongkut's University of Technology North Bangkok

    Bangkok, Thailand

    5 h-index

    11 publications

    308 citations

  5. University of Warwick

    Coventry, United Kingdom

    5 h-index

    7 publications

    392 citations

  6. University of Chicago

    Chicago, United States

    5 h-index

    6 publications

    1.1K citations

  7. University of Missouri

    Columbia, United States

    4 h-index

    4 publications

    204 citations

  8. Columbia University

    New York, United States

    4 h-index

    6 publications

    2.9K citations

1–8 of 159

Venues

  1. Journal of the American Statistical Association

    15 publications · 2.5K citations

    13

    h-index

  2. Biometrika

    10 publications · 5.4K citations

    10

    h-index

  3. The Annals of Statistics

    9 publications · 828 citations

    9

    h-index

  4. Statistical Science

    8 publications · 2.4K citations

    8

    h-index

  5. Bayesian Analysis

    5 publications · 149 citations

    5

    h-index

1–5