Concepedia

Mixture Priors

Mixture Priors is a prior specification method in Bayesian statistics that belongs to the class of hierarchical priors and is distinguished by its construction as a weighted combination of multiple component distributions to flexibly represent complex prior beliefs or account for uncertainty in prior knowledge.

75

Publications

6K

Citations

176

Authors

107

Institutions

Publications per year

2017–2026

17

Parents

Publications

75

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

Robust meta‐analytic‐predictive priors in clinical trials with historical control information

Heinz Schmidli, Sandro Gsteiger, Satrajit Roychoudhury et al. · Biometrics · 2014 · 466 citations

, , +12

Dirichlet–Laplace Priors for Optimal Shrinkage

Anirban Bhattacharya, Debdeep Pati, Natesh S. Pillai et al. · Journal of the American Statistical Association · 2014 · 428 citations · Full text

, , +16

Query-Dependent Banding (QDB) for Faster RNA Similarity Searches

Eric P. Nawrocki, Sean R. Eddy · PLoS Computational Biology · 2007 · 297 citations · Full text

, , +15

Random Effects Selection in Linear Mixed Models

Zhen Chen, David B. Dunson · Biometrics · 2003 · 240 citations

, , +16

1–5 of 75

Authors

176

  1. DB
    David B. Dunson

    Duke University, United States

    5 publications · 774 citations

    5

    h-index

  2. MV
    Marina Vannucci

    Rice University, United States

    4 publications · 433 citations

    4

    h-index

  3. AB
    Anirban Bhattacharya

    Texas A&M University, United States

    3 publications · 455 citations

    3

    h-index

  4. GL
    Gary L. Rosner

    Johns Hopkins University, United States

    3 publications · 164 citations

    3

    h-index

  5. DP
    Debdeep Pati

    Texas A&M University, United States

    2 publications · 445 citations

    2

    h-index

1–5 of 176

Institutions

107

  1. Texas A&M University

    College Station, United States

    5 h-index

    11 publications

    477 citations

  2. The University of Texas MD Anderson Cancer Center

    Houston, United States

    4 h-index

    7 publications

    361 citations

  3. University of California, Davis

    Davis, United States

    2 h-index

    4 publications

    138 citations

  4. National Institute of Environmental Health Sciences

    Durham, United States

    2 h-index

    3 publications

    159 citations

  5. University of Turin

    Turin, Italy

    2 h-index

    4 publications

    212 citations

  6. University of Pennsylvania

    Philadelphia, United States

    2 h-index

    3 publications

    578 citations

  7. University of Cambridge

    Cambridge, United Kingdom

    2 h-index

    2 publications

    485 citations

  8. Novartis (Switzerland)

    Basel, Switzerland

    2 h-index

    3 publications

    972 citations

1–8 of 107

Venues

  1. Biometrics

    7 publications · 1K citations

    7

    h-index

  2. The Annals of Statistics

    5 publications · 358 citations

    5

    h-index

  3. Journal of the American Statistical Association

    5 publications · 1.9K citations

    5

    h-index

  4. Statistics in Medicine

    4 publications · 190 citations

    4

    h-index

  5. Journal of Computational and Graphical Statistics

    JCGS · 3 publications · 86 citations

    3

    h-index

1–5