Concepedia

Mixture Prior Estimation

Mixture Prior Estimation is a statistical method in empirical Bayes analysis that belongs to the class of prior estimation techniques and is distinguished by its use of a finite or infinite mixture distribution to model the prior, allowing for greater flexibility in capturing heterogeneity and multimodality in the underlying parameter space.

73

Publications

3.8K

Citations

172

Authors

90

Institutions

Publications per year

2017–2026

9

Parents

Publications

73

APPROACHES FOR BAYESIAN VARIABLE SELECTION

Edward I. George, Robert E. McCulloch · 1997 · 1.2K citations

, , +17

A simple implementation of a normal mixture approach to differential gene expression in multiclass microarrays

Geoffrey J. McLachlan, Richard Bean, L. Ben-Tovim Jones · Bioinformatics · 2006 · 177 citations · Full text

, , +14

On the Application of Symmetric Dirichlet Distributions and their Mixtures to Contingency Tables

I. J. Good · The Annals of Statistics · 1976 · 149 citations · Full text

, , +15

Preliminary investigation on reliability of genomic estimated breeding values in the Danish Holstein population

Guosheng Su, Bernt Guldbrandtsen, Vivi Raundahl Gregersen et al. · Journal of Dairy Science · 2010 · 136 citations · Full text

, , +15

Estimation of generalized multisensor hidden Markov chains and unsupervised image segmentation

Nathalie Giordana, Wojciech Pieczynski · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1997 · 134 citations

, , +14

1–5 of 73

Authors

172

  1. JH
    James H. Albert

    Bowling Green State University, United States

    4 publications · 93 citations

    4

    h-index

  2. AK
    Arjun K. Gupta

    Bowling Green State University, United States

    3 publications · 77 citations

    3

    h-index

  3. EI
    Edward I. George

    University of Pennsylvania, United States

    3 publications · 1.3K citations

    3

    h-index

  4. DM
    D. M. Titterington

    University of Glasgow, United Kingdom

    2 publications · 93 citations

    2

    h-index

  5. JE
    Jim E. Griffin

    University of Kent, United Kingdom

    2 publications · 62 citations

    2

    h-index

1–5 of 172

Institutions

90

  1. University of Chicago

    Chicago, United States

    4 h-index

    4 publications

    1.2K citations

  2. Texas A&M University

    College Station, United States

    3 h-index

    4 publications

    62 citations

  3. University of Florida

    Gainesville, United States

    3 h-index

    3 publications

    133 citations

  4. The University of Texas at Austin

    Austin, United States

    3 h-index

    5 publications

    1.3K citations

  5. The University of Texas MD Anderson Cancer Center

    Houston, United States

    2 h-index

    3 publications

    87 citations

  6. Queensland University of Technology

    Brisbane, Australia

    2 h-index

    3 publications

    68 citations

  7. The University of Queensland

    Brisbane, Australia

    2 h-index

    5 publications

    597 citations

  8. Duke University

    Durham, United States

    2 h-index

    2 publications

    39 citations

1–8 of 90

Venues

  1. 5

    h-index

  2. The Annals of Statistics

    4 publications · 340 citations

    4

    h-index

  3. 3

    h-index

  4. 2

    h-index

  5. Biometrika

    2 publications · 35 citations

    2

    h-index

1–5