Concepedia

Posterior Predictive Checking

Posterior Predictive Checking is a Bayesian model validation technique that assesses the adequacy of a fitted model by comparing observed data to the distribution of replicated data generated from the posterior predictive distribution.

78

Publications

7.2K

Citations

154

Authors

114

Institutions

Publications per year

2017–2026

14

Variants

Posterior Predictive Check

Parents

Publications

78

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

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

, , +17

Sampling and Bayes' Inference in Scientific Modelling and Robustness

George E. P. Box · Journal of the Royal Statistical Society Series A (General) · 1980 · 936 citations

, , +16

Evaluating Pharmacokinetic/Pharmacodynamic Models Using the Posterior Predictive Check

Yoshitaka Yano, Stuart L. Beal, Lewis B. Sheiner · Journal of Pharmacokinetics and Pharmacodynamics · 2001 · 402 citations

, , +14

A Bayesian Formulation of Exploratory Data Analysis and Goodness‐of‐fit Testing*

Andrew Gelman · International Statistical Review · 2003 · 259 citations

, , +15

Model checking in multiple imputation: an overview and case study

Cattram Nguyen, John B. Carlin, Katherine J. Lee · Emerging Themes in Epidemiology · 2017 · 224 citations · Full text

, , +16

1–5 of 78

Authors

154

  1. SS
    Sandip Sinharay

    Educational Testing Service, United States

    9 publications · 731 citations

    9

    h-index

  2. AG
    Andrew Gelman

    Columbia University, United States

    4 publications · 592 citations

    4

    h-index

  3. IV
    Iven Van Mechelen

    KU Leuven, Belgium

    3 publications · 312 citations

    3

    h-index

  4. RL
    Roy Levy

    Arizona State University, United States

    3 publications · 140 citations

    3

    h-index

  5. JB
    John B. Carlin

    The University of Melbourne, Australia

    3 publications · 349 citations

    3

    h-index

1–5 of 154

Institutions

114

  1. Educational Testing Service

    Princeton, United States

    10 h-index

    10 publications

    754 citations

  2. Columbia University

    New York, United States

    8 h-index

    8 publications

    806 citations

  3. Princeton University

    Princeton, United States

    5 h-index

    7 publications

    523 citations

  4. Tilburg University

    Tilburg, The Netherlands

    4 h-index

    6 publications

    179 citations

  5. Murdoch Children's Research Institute

    Melbourne, Australia

    3 h-index

    6 publications

    603 citations

  6. University of Exeter

    Exeter, United Kingdom

    3 h-index

    6 publications

    240 citations

  7. Harvard University

    Cambridge, United States

    3 h-index

    4 publications

    166 citations

  8. Utrecht University

    Utrecht, The Netherlands

    3 h-index

    4 publications

    142 citations

1–8 of 114

Venues

  1. Applied Psychological Measurement

    7 publications · 472 citations

    7

    h-index

  2. Biometrics

    4 publications · 205 citations

    4

    h-index

  3. ETS Research Report Series

    3 publications · 76 citations

    3

    h-index

  4. Statistics in Medicine

    3 publications · 215 citations

    3

    h-index

  5. 3

    h-index

1–5