Concepedia

Prior Predictive Checking

Prior Predictive Checking is a Bayesian validation method that assesses the reasonableness of a specified prior distribution by generating predictions from the prior and comparing them to observed data or plausible data-generating mechanisms.

11

Publications

2.1K

Citations

23

Authors

19

Institutions

Publications per year

2017–2026

5

Parents

Publications

11

Bayesian structural equation modeling: A more flexible representation of substantive theory.

Bengt Muthén, Tihomir Asparouhov · Psychological Methods · 2012 · 1.5K citations

, , +17

A guide to Bayesian model checking for ecologists

Paul B. Conn, Devin S. Johnson, Perry J. Williams et al. · Ecological Monographs · 2018 · 261 citations

, , +17

Testing for ontological errors in probabilistic forecasting models of natural systems

Warner Marzocchi, T. H. Jordan · Proceedings of the National Academy of Sciences · 2014 · 107 citations · Full text

, , +16

Bayesian Checking for Topic Models

David Mimno, David M. Blei · 2011 · 65 citations

, , +14

Bayesian Inference and Model Assessment for Spatial Point Patterns Using Posterior Predictive Samples

Thomas J. Leininger, Alan E. Gelfand · Bayesian Analysis · 2015 · 48 citations · Full text

, , +16

1–5 of 11

Authors

23

  1. DS
    Devin S. Johnson

    NOAA National Marine Fisheries Service Alaska Fisheries Science Center, United States

    2 publications · 271 citations

    2

    h-index

  2. PJ
    Perry J. Williams

    Colorado State University, United States

    2 publications · 271 citations

    2

    h-index

  3. PB
    Paul B. Conn

    NOAA National Marine Fisheries Service, United States

    2 publications · 271 citations

    2

    h-index

  4. SR
    Sharon R. Melin

    NOAA National Marine Fisheries Service Alaska Fisheries Science Center, United States

    2 publications · 271 citations

    2

    h-index

  5. MB
    Mevin B. Hooten

    United States Geological Survey, United States

    2 publications · 271 citations

    2

    h-index

1–5 of 23

Institutions

19

  1. NOAA National Marine Fisheries Service Alaska Fisheries Science Center

    Seattle, United States

    2 h-index

    6 publications

    813 citations

  2. United States Geological Survey

    Reston, United States

    2 h-index

    2 publications

    271 citations

  3. Colorado State University

    Fort Collins, United States

    2 h-index

    4 publications

    542 citations

  4. University of Kentucky

    Lexington, United States

    1 h-index

    1 publications

    18 citations

  5. Muthén & Muthén (United States)

    Los Angeles, United States

    1 h-index

    1 publications

    1.5K citations

  6. University of Pennsylvania

    Philadelphia, United States

    1 h-index

    1 publications

    32 citations

  7. Southern California Earthquake Center

    Los Angeles, United States

    1 h-index

    1 publications

    107 citations

  8. University of Southern California

    Los Angeles, United States

    1 h-index

    1 publications

    107 citations

1–8 of 19

Venues

  1. Psychological Methods

    2 publications · 1.6K citations

    2

    h-index

  2. Ecological Monographs

    1 publications · 261 citations

    1

    h-index

  3. Proceedings of the National Academy of Sciences

    PNAS · 1 publications · 107 citations

    1

    h-index

  4. 1

    h-index

  5. Biometrics

    1 publications · 18 citations

    1

    h-index

1–5