Concepedia

Bayesian Model Misspecification

Bayesian Model Misspecification is a formal statistical condition in which the assumed parametric model class, though specified a priori within a Bayesian framework, does not contain the true data-generating distribution, thereby leading to asymptotically biased posterior inferences despite correct probabilistic updating.

84

Publications

5.2K

Citations

209

Authors

148

Institutions

Publications per year

2017–2026

29

Parents

Publications

84

Bayesian Model Selection and Model Averaging

Larry Wasserman · Journal of Mathematical Psychology · 2000 · 1K citations

, , +13

Bayesian model selection for group studies — Revisited

Lionel Rigoux, Klaas Ε. Stephan, Karl Friston et al. · NeuroImage · 2013 · 763 citations

, , +13

The Bernstein-Von-Mises theorem under misspecification

B. J. K. Kleijn, Aad van der Vaart · Electronic Journal of Statistics · 2012 · 227 citations · Full text

, , +16

Accurate human microsatellite genotypes from high-throughput resequencing data using informed error profiles

Gareth Highnam, Christopher T. Franck, Andy Martin et al. · Nucleic Acids Research · 2012 · 173 citations · Full text

, , +17

Performance Bounds for Parameter Estimation under Misspecified Models: Fundamental Findings and Applications

Stefano Fortunati, Fulvio Gini, Maria Greco et al. · IEEE Signal Processing Magazine · 2017 · 166 citations · Full text

, , +15

1–5 of 84

Authors

209

  1. KS
    Karthik Sriram

    Indian Institute of Management Ahmedabad, India

    3 publications · 181 citations

    3

    h-index

  2. DT
    David T. Frazier

    Monash University, Australia

    3 publications · 92 citations

    3

    h-index

  3. PG
    Peter Grünwald

    Centrum Wiskunde & Informatica, Netherlands

    3 publications · 93 citations

    3

    h-index

  4. DR
    David Rossell

    Institute for Research in Biomedicine, Spain

    3 publications · 70 citations

    3

    h-index

  5. CD
    Christ D. Richmond

    MIT Lincoln Laboratory, United States

    2 publications · 177 citations

    2

    h-index

1–5 of 209

Institutions

148

  1. Utrecht University

    Utrecht, The Netherlands

    4 h-index

    13 publications

    753 citations

  2. Monash University

    Melbourne, Australia

    4 h-index

    6 publications

    179 citations

  3. University of Amsterdam

    Amsterdam, The Netherlands

    3 h-index

    4 publications

    496 citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    6 publications

    1.1K citations

  5. Indian Institute of Management Ahmedabad

    Ahmedabad, India

    3 h-index

    3 publications

    181 citations

  6. Universitat Pompeu Fabra

    Barcelona, Spain

    3 h-index

    4 publications

    89 citations

  7. University of Zurich

    Zurich, Switzerland

    3 h-index

    4 publications

    822 citations

  8. University College London

    London, United Kingdom

    3 h-index

    5 publications

    2.4K citations

1–8 of 148

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 115 citations

    6

    h-index

  2. Computational Statistics & Data Analysis

    CSDA · 5 publications · 91 citations

    5

    h-index

  3. Bayesian Analysis

    5 publications · 237 citations

    5

    h-index

  4. 4

    h-index

  5. The Annals of Mathematical Statistics

    2 publications · 67 citations

    2

    h-index

1–5