Concepedia

Slab Priors

Slab Priors is a type of continuous prior distribution in Bayesian inference that assigns high density to values near zero while allowing non-negligible density over a broad range of non-zero values, distinguishing it from sparsity-inducing priors by its support of substantial posterior probability mass away from sparsity.

42

Publications

2.1K

Citations

103

Authors

59

Institutions

Publications per year

2017–2026

24

Parents

Publications

42

Bayesian variable selection with shrinking and diffusing priors

Naveen N. Narisetty, Xuming He · The Annals of Statistics · 2014 · 243 citations · Full text

, , +16

Data augmentation for support vector machines

Nicholas G. Polson, Steven L. Scott · Bayesian Analysis · 2011 · 182 citations · Full text

, , +17

Bayesian Variable Selection and Estimation for Group Lasso

Bayesian Analysis · 2015 · 122 citations · Full text

, , +15

Spike-and-Slab Priors for Function Selection in Structured Additive Regression Models

Journal of the American Statistical Association · 2012 · 120 citations · Full text

, , +12

Fast Bayesian Factor Analysis via Automatic Rotations to Sparsity

Veronika Ročková, Edward I. George · Journal of the American Statistical Association · 2015 · 113 citations

, , +16

1–5 of 42

Authors

103

  1. VM
    Vishal Monga

    Pennsylvania State University, United States

    5 publications · 110 citations

    5

    h-index

  2. HS
    Hojjat Seyed Mousavi

    Pennsylvania State University, United States

    4 publications · 93 citations

    4

    h-index

  3. TD
    Trac D. Tran

    Johns Hopkins University, United States

    4 publications · 95 citations

    4

    h-index

  4. VR
    Veronika Ročková

    University of Chicago, United States

    3 publications · 240 citations

    3

    h-index

  5. MV
    Marina Vannucci

    Rice University, United States

    2 publications · 101 citations

    2

    h-index

1–5 of 103

Institutions

59

  1. Pennsylvania State University

    State College, United States

    4 h-index

    10 publications

    237 citations

  2. Johns Hopkins University

    Baltimore, United States

    3 h-index

    7 publications

    175 citations

  3. The University of Texas MD Anderson Cancer Center

    Houston, United States

    2 h-index

    3 publications

    191 citations

  4. University of Göttingen

    Göttingen, Germany

    2 h-index

    3 publications

    142 citations

  5. Johannes Kepler University of Linz

    Linz, Austria

    2 h-index

    3 publications

    187 citations

  6. Rice University

    Houston, United States

    2 h-index

    4 publications

    202 citations

  7. University of California, Irvine

    Irvine, United States

    2 h-index

    5 publications

    210 citations

  8. University of Pennsylvania

    Philadelphia, United States

    2 h-index

    4 publications

    276 citations

1–8 of 59

Venues

  1. Bayesian Analysis

    7 publications · 517 citations

    7

    h-index

  2. The Annals of Statistics

    4 publications · 455 citations

    4

    h-index

  3. 3

    h-index

  4. 3

    h-index

  5. arXiv (Cornell University)

    Repository · 3 publications · 65 citations

    3

    h-index

1–5