Concepedia

Bayesian Smoothing Priors

Bayesian Smoothing Priors is a class of informative prior distributions in Bayesian categorical data analysis that incorporate regularization by shrinking extreme probability estimates toward more plausible values, thereby reducing overfitting and improving posterior stability in sparse data settings.

8

Publications

366

Citations

17

Authors

12

Institutions

Publications per year

2017–2026

0

Parents

Publications

8

Fully Bayesian spline smoothing and intrinsic autoregressive priors

Paul L. Speckman · Biometrika · 2003 · 77 citations

, , +16

Estimation and extrapolation of time trends in registry data — Borrowing strength from related populations

Andrea Riebler, Leonhard Held, Håvard Rue · Zurich Open Repository and Archive (University of Zurich) · 2011 · 75 citations

, , +15

Estimation and extrapolation of time trends in registry data—Borrowing strength from related populations

The Annals of Applied Statistics · 2012 · 62 citations · Full text

, , +15

Robust priors for smoothing and image restoration

H. K�nsch · Annals of the Institute of Statistical Mathematics · 1994 · 56 citations

, , +13

Empirical Bayes Age–Period–Cohort Analysis of Retrospective Incidence Data

Yosihiko Ogata, Koichi Katsura, Niels Keiding et al. · Scandinavian Journal of Statistics · 2000 · 46 citations

, , +15

1–5 of 8

Authors

17

  1. MS
    Marina Seikel

    University of Cape Town, South Africa

    2 publications · 45 citations

    2

    h-index

  2. CC
    Chris Clarkson

    University of Cape Town, South Africa

    2 publications · 45 citations

    2

    h-index

  3. AR
    Andrea Riebler

    Norwegian University of Science and Technology, Norway

    2 publications · 114 citations

    2

    h-index

  4. HR
    Håvard Rue

    Norwegian University of Science and Technology, Norway

    1 publications · 75 citations

    1

    h-index

  5. KK
    Koichi Katsura

    The Institute of Statistical Mathematics, Japan

    1 publications · 46 citations

    1

    h-index

1–5 of 17

Institutions

12

  1. Norwegian University of Science and Technology

    Trondheim, Norway

    2 h-index

    4 publications

    264 citations

  2. University of Copenhagen

    Copenhagen, Denmark

    1 h-index

    2 publications

    92 citations

  3. University of California, Los Angeles

    Los Angeles, United States

    1 h-index

    1 publications

    28 citations

  4. University of Lisbon

    Lisbon, Portugal

    1 h-index

    5 publications

    195 citations

  5. The Institute of Statistical Mathematics

    Tokyo, Japan

    1 h-index

    2 publications

    92 citations

  6. University of Zurich

    Zurich, Switzerland

    1 h-index

    3 publications

    225 citations

  7. Universidade Nova de Lisboa

    Lisbon, Portugal

    1 h-index

    2 publications

    78 citations

  8. Aarhus University

    Aarhus, Denmark

    1 h-index

    1 publications

    46 citations

1–8 of 12

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 45 citations

    2

    h-index

  2. Zurich Open Repository and Archive (University of Zurich)

    Repository · 1 publications · 75 citations

    1

    h-index

  3. Biometrika

    1 publications · 77 citations

    1

    h-index

  4. 1

    h-index

  5. 1

    h-index

1–5