Concepedia

Scale Priors

Scale Priors is a methodological construct in Bayesian statistics that specifies prior distributions on the scale parameters of a model to reflect uncertainty about the magnitude of variation while maintaining invariance under rescaling transformations.

20

Publications

1.6K

Citations

56

Authors

32

Institutions

Publications per year

2017–2026

6

Parents

Publications

20

How vague is vague? A simulation study of the impact of the use of vague prior distributions in MCMC using WinBUGS

Paul C. Lambert, Alex J. Sutton, Paul R. Burton et al. · Statistics in Medicine · 2005 · 516 citations

, , +15

On the Half-Cauchy Prior for a Global Scale Parameter

Nicholas G. Polson, James G. Scott · Bayesian Analysis · 2012 · 470 citations · Full text

, , +16

Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging

Tao Huang, Weisheng Dong, Xin Yuan et al. · 2021 · 169 citations

, , +14

Contour grouping with prior models

James H. Elder, Amnon Krupnik, Leigh A. Johnston · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2003 · 93 citations

, , +8

Visual-Inertial-Semantic Scene Representation for 3D Object Detection

Jingming Dong, Xiaohan Fei, Stefano Soatto · 2017 · 53 citations

, , +16

1–5 of 20

Authors

56

  1. FJ
    Francisco J. Rubio

    University of Warwick, United Kingdom

    2 publications · 58 citations

    2

    h-index

  2. PR
    Paul R. Burton

    University of Leicester, United Kingdom

    1 publications · 516 citations

    1

    h-index

  3. MF
    Mark F. J. Steel

    University of Warwick, United Kingdom

    1 publications · 41 citations

    1

    h-index

  4. XF
    Xiaohan Fei

    University of California, Los Angeles, United States

    1 publications · 53 citations

    1

    h-index

  5. PS
    Patrisia Sherryl Santoso

    Industrial Technology Research Institute, Taiwan

    1 publications · 12 citations

    1

    h-index

1–5 of 56

Institutions

32

  1. University of Washington

    Seattle, United States

    2 h-index

    2 publications

    38 citations

  2. University of Warwick

    Coventry, United Kingdom

    2 h-index

    3 publications

    99 citations

  3. Adobe Systems (United States)

    San Jose, United States

    2 h-index

    4 publications

    131 citations

  4. University of Puerto Rico at Río Piedras

    San Juan, Puerto Rico

    1 h-index

    2 publications

    62 citations

  5. Stanford University

    Stanford, United States

    1 h-index

    4 publications

    88 citations

  6. National University of Singapore

    Singapore, Singapore

    1 h-index

    3 publications

    105 citations

  7. University of Leicester

    Leicester, United Kingdom

    1 h-index

    1 publications

    516 citations

  8. University of Michigan

    Ann Arbor, United States

    1 h-index

    2 publications

    38 citations

1–8 of 32

Venues

  1. Bayesian Analysis

    2 publications · 501 citations

    2

    h-index

  2. Journal of Organizational Behavior

    OB · 1 publications · 10 citations

    1

    h-index

  3. Ecology

    1 publications · 48 citations

    1

    h-index

  4. 1

    h-index

  5. Statistics & Probability Letters

    1 publications · 17 citations

    1

    h-index

1–5