Concepedia

Bayesian Model Checking

Bayesian Model Checking is a model evaluation procedure within Bayesian data analysis that assesses the consistency between observed data and the predictions of a fitted Bayesian model by leveraging posterior predictive distributions to detect systematic discrepancies indicating potential model inadequacy.

199

Publications

11.8K

Citations

470

Authors

261

Institutions

Publications per year

2017–2026

48

Parents

Children

Publications

199

Bayesian Analysis of DSGE Models

Sungbae An, Frank Schorfheide · Econometric Reviews · 2007 · 1.3K citations

, , +17

Multiple Imputation with Diagnostics (<b>mi</b>) in<i>R</i>: Opening Windows into the Black Box

Yu‐Sung Su, Andrew Gelman, Jennifer Hill et al. · Journal of Statistical Software · 2011 · 649 citations · Full text

, , +16

Philosophy and the practice of Bayesian statistics

British Journal of Mathematical and Statistical Psychology · 2012 · 602 citations · Full text

, , +12

Inference on population history and model checking using DNA sequence and microsatellite data with the software DIYABC (v1.0)

Jean‐Marie Cornuet, Virginie Ravigné, Arnaud Estoup · BMC Bioinformatics · 2010 · 485 citations · Full text

, , +14

Improving transparency and replication in Bayesian statistics: The WAMBS-Checklist.

Sarah Depaoli, Rens van de Schoot · Psychological Methods · 2015 · 444 citations · Full text

, , +13

1–5 of 199

Authors

470

  1. SS
    Sandip Sinharay

    Educational Testing Service, United States

    11 publications · 803 citations

    11

    h-index

  2. HS
    Hal S. Stern

    University of California, Irvine, United States

    4 publications · 466 citations

    4

    h-index

  3. AG
    Andrew Gelman

    Columbia University, United States

    4 publications · 243 citations

    4

    h-index

  4. IV
    Iven Van Mechelen

    KU Leuven, Belgium

    3 publications · 334 citations

    3

    h-index

  5. CJ
    Christopher J. Langmead

    Carnegie Mellon University, United States

    3 publications · 69 citations

    3

    h-index

1–5 of 470

Institutions

261

  1. Educational Testing Service

    Princeton, United States

    11 h-index

    12 publications

    859 citations

  2. Columbia University

    New York, United States

    7 h-index

    7 publications

    1.1K citations

  3. University of Pennsylvania

    Philadelphia, United States

    6 h-index

    10 publications

    1.8K citations

  4. University of Toronto

    Toronto, Canada

    5 h-index

    9 publications

    161 citations

  5. Princeton University

    Princeton, United States

    5 h-index

    6 publications

    386 citations

  6. University of California, Los Angeles

    Los Angeles, United States

    5 h-index

    8 publications

    792 citations

  7. The Ohio State University

    Columbus, United States

    5 h-index

    17 publications

    1.7K citations

  8. Colorado State University

    Fort Collins, United States

    5 h-index

    16 publications

    935 citations

1–8 of 261

Venues

  1. Physical review. D/Physical review. D.

    PRD · 5 publications · 147 citations

    5

    h-index

  2. Statistics in Medicine

    5 publications · 293 citations

    5

    h-index

  3. Computational Statistics & Data Analysis

    CSDA · 5 publications · 104 citations

    5

    h-index

  4. Journal of Statistical Planning and Inference

    5 publications · 225 citations

    5

    h-index

  5. 4

    h-index

1–5