Concepedia

Hyperpriors

Hyperprior is a probability distribution placed on the parameters of a prior distribution, serving to quantify uncertainty about prior assumptions in Bayesian hierarchical models.

39

Publications

2.7K

Citations

86

Authors

59

Institutions

Publications per year

2017–2026

8

Variants

Second-level Priors

Parents

Publications

39

Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination

Qibin Zhao, Liqing Zhang, Andrzej Cichocki · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 600 citations · Full text

, , +16

An intuitive Bayesian spatial model for disease mapping that accounts for scaling

Andrea Riebler, Sigrunn H. Sørbye, Daniel Simpson et al. · Statistical Methods in Medical Research · 2016 · 501 citations

, , +16

Prior Information in Linear Models.

Mark J. Schervish, Helge Toutenburg · Journal of the American Statistical Association · 1984 · 143 citations

, , +13

A note on reference priors for the scalar skew-normal distribution

Brunero Liseo, Nicola Loperfido · Journal of Statistical Planning and Inference · 2004 · 122 citations

, , +10

On the hierarchical Bayesian approach to image restoration: applications to astronomical images

Rafael Molina · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1994 · 95 citations

, , +13

1–5 of 39

Authors

86

  1. PK
    Prem K. Goel

    The Ohio State University, United States

    3 publications · 94 citations

    3

    h-index

  2. ES
    Erkki Somersalo

    Case Western Reserve University, United States

    2 publications · 83 citations

    2

    h-index

  3. JO
    James O. Berger

    Purdue University West Lafayette, United States

    2 publications · 145 citations

    2

    h-index

  4. WE
    William E. Strawderman

    Rutgers, The State University of New Jersey, United States

    2 publications · 145 citations

    2

    h-index

  5. MP
    Monica Pragliola

    University of Bologna, Italy

    2 publications · 83 citations

    2

    h-index

1–5 of 86

Institutions

59

  1. Purdue University West Lafayette

    West Lafayette, United States

    4 h-index

    5 publications

    276 citations

  2. Case Western Reserve University

    Cleveland, United States

    2 h-index

    5 publications

    219 citations

  3. University of Bologna

    Bologna, Italy

    2 h-index

    2 publications

    83 citations

  4. Rutgers Sexual and Reproductive Health and Rights

    Utrecht, Netherlands

    2 h-index

    5 publications

    344 citations

  5. Duke University

    Durham, United States

    2 h-index

    5 publications

    272 citations

  6. Sapienza University of Rome

    Rome, Italy

    2 h-index

    2 publications

    184 citations

  7. Rutgers, The State University of New Jersey

    New Brunswick, United States

    2 h-index

    5 publications

    344 citations

  8. University of Zurich

    Zurich, Switzerland

    1 h-index

    1 publications

    35 citations

1–8 of 59

Venues

  1. The Annals of Statistics

    5 publications · 260 citations

    5

    h-index

  2. 4

    h-index

  3. 2

    h-index

  4. Bayesian Analysis

    2 publications · 75 citations

    2

    h-index

  5. Inverse Problems

    1 publications · 53 citations

    1

    h-index

1–5