Concepedia

Posterior Calibration

Posterior Calibration is a statistical framework that ensures the empirical coverage rates of Bayesian posterior credible intervals match their nominal levels under repeated sampling, thereby aligning the Bayesian posterior distribution with frequentist calibration standards.

33

Publications

2.5K

Citations

62

Authors

51

Institutions

Publications per year

2017–2026

10

Parents

Publications

33

Calibration of<i>ρ</i>Values for Testing Precise Null Hypotheses

Thomas Sellke, M. J. Bayarri, James O. Berger · The American Statistician · 2001 · 857 citations

, , +14

A Bayesian, spatially-varying calibration model for the TEX86 proxy

Jessica E. Tierney, Martin P. Tingley · Geochimica et Cosmochimica Acta · 2013 · 357 citations

, , +10

Calibrated Bayes

Roderick J. A. Little · The American Statistician · 2006 · 239 citations

, , +15

Bayesian Calibration of Inexact Computer Models

Matthew Plumlee · Journal of the American Statistical Association · 2016 · 149 citations

, , +16

Selection of model discrepancy priors in Bayesian calibration

You Ling, Joshua Mullins, Sankaran Mahadevan · Journal of Computational Physics · 2014 · 94 citations · Full text

, , +12

1–5 of 33

Authors

62

  1. PB
    Paul‐Christian Bürkner

    University of Stuttgart, Germany

    2 publications · 47 citations

    2

    h-index

  2. NH
    Niko Huurre

    Massachusetts Institute of Technology, United States

    2 publications · 47 citations

    2

    h-index

  3. AV
    Aki Vehtari

    Aalto University, Finland

    2 publications · 47 citations

    2

    h-index

  4. NS
    Nicholas Syring

    North Carolina State University, United States

    2 publications · 108 citations

    2

    h-index

  5. MM
    Martin Modrák

    Czech Academy of Sciences, Czechia

    2 publications · 47 citations

    2

    h-index

1–5 of 62

Institutions

51

  1. Aalto University

    Espoo, Finland

    2 h-index

    3 publications

    98 citations

  2. North Carolina State University

    Raleigh, United States

    2 h-index

    3 publications

    158 citations

  3. University of Michigan

    Ann Arbor, United States

    2 h-index

    2 publications

    160 citations

  4. Darmstadt University of Applied Sciences

    Darmstadt, Germany

    1 h-index

    3 publications

    84 citations

  5. University of Massachusetts Amherst

    Amherst Center, United States

    1 h-index

    1 publications

    23 citations

  6. Kookmin University

    Seoul, South Korea

    1 h-index

    2 publications

    70 citations

  7. Stellenbosch University

    Stellenbosch, South Africa

    1 h-index

    1 publications

    21 citations

  8. Centre de Coopération Internationale en Recherche Agronomique pour le Développement

    Paris, France

    1 h-index

    1 publications

    11 citations

1–8 of 51

Venues

  1. Bayesian Analysis

    4 publications · 163 citations

    4

    h-index

  2. The American Statistician

    3 publications · 1.1K citations

    3

    h-index

  3. 3

    h-index

  4. Test

    2 publications · 30 citations

    2

    h-index

  5. arXiv (Cornell University)

    Repository · 2 publications · 26 citations

    2

    h-index

1–5