Concepedia

Robust Priors

Robust Priors is a methodological framework in Bayesian statistics that integrates prior distributions designed to maintain inferential stability and validity across a wide range of model specifications and data conditions, thereby distinguishing it from conventional prior specifications sensitive to assumed parametric forms or outlying observations.

56

Publications

3.3K

Citations

108

Authors

75

Institutions

Publications per year

2017–2026

9

Variants

Robust Prior Distributions

Parents

Publications

56

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

Forming priors for DSGE models (and how it affects the assessment of nominal rigidities)

Marco Del Negro, Frank Schorfheide · Journal of Monetary Economics · 2008 · 320 citations

, , +12

RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors

Ruiqi Wu, Zheng-Peng Duan, Chunle Guo et al. · 2023 · 197 citations

, , +15

A representation of partially ordered preferences

Teddy Seidenfeld, Mark J. Schervish, Joseph B. Kadane · The Annals of Statistics · 1995 · 164 citations · Full text

, , +16

Bayes' Theorem for Choquet Capacities

Larry Wasserman, Joseph B. Kadane · The Annals of Statistics · 1990 · 162 citations · Full text

, , +13

1–5 of 56

Authors

108

  1. FS
    Frank Schorfheide

    University of Pennsylvania, United States

    3 publications · 417 citations

    3

    h-index

  2. MD
    Marco Del Negro

    Federal Reserve Bank of New York, United States

    3 publications · 417 citations

    3

    h-index

  3. LR
    Luis R. Pericchi

    Simón Bolívar University, Venezuela

    2 publications · 69 citations

    2

    h-index

  4. GC
    Guido Consonni

    University of Pavia, Italy

    2 publications · 38 citations

    2

    h-index

  5. LW
    Larry Wasserman

    Carnegie Mellon University, United States

    2 publications · 263 citations

    2

    h-index

1–5 of 108

Institutions

75

  1. University of Pennsylvania

    Philadelphia, United States

    3 h-index

    3 publications

    417 citations

  2. University of Alberta

    Edmonton, Canada

    2 h-index

    5 publications

    62 citations

  3. Decision Sciences (United States)

    Fort Walton Beach, United States

    2 h-index

    2 publications

    69 citations

  4. Nanyang Technological University

    Singapore, Singapore

    2 h-index

    2 publications

    221 citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    2 h-index

    5 publications

    816 citations

  6. Universidad de Granada

    Granada, Spain

    2 h-index

    2 publications

    46 citations

  7. Centre for Economic Policy Research

    London, United Kingdom

    2 h-index

    2 publications

    76 citations

  8. Istituto di Matematica Applicata e Tecnologie Informatiche

    Pavia, Italy

    2 h-index

    2 publications

    34 citations

1–8 of 75

Venues

  1. Bayesian Analysis

    6 publications · 219 citations

    6

    h-index

  2. The Annals of Statistics

    5 publications · 589 citations

    5

    h-index

  3. Journal of Multivariate Analysis

    3 publications · 57 citations

    3

    h-index

  4. 3

    h-index

  5. Econometrica

    3 publications · 171 citations

    3

    h-index

1–5