Concepedia

Predictive Posterior Analysis

Predictive Posterior Analysis is a statistical framework within Bayesian inference that characterizes the distribution of future observations by integrating over the posterior distribution of model parameters, thereby distinguishing itself from prior predictive methods through its dependence on observed data to update parameter uncertainty.

102

Publications

8.6K

Citations

333

Authors

213

Institutions

Publications per year

2017–2026

30

Parents

Publications

102

POSTERIOR PREDICTIVE ASSESSMENT OF MODEL FITNESS VIA REALIZED DISCREPANCIES

Andrew Gelman, Xiao‐Li Meng, Hal S. Stern · 1996 · 2K citations

, , +16

Model choice: a minimum posterior predictive loss approach

Alan E. Gelfand · Biometrika · 1998 · 740 citations

, , +12

<i>P</i> Values for Composite Null Models

M. J. Bayarri, James O. Berger · Journal of the American Statistical Association · 2000 · 337 citations

, , +14

An Empirical Bayes Approach to Mantel‐Haenszel DIF Analysis

Rebecca Zwick, Dorothy T. Thayer, Charles Lewis · Journal of Educational Measurement · 1999 · 276 citations

, , +17

Estimation in Parallel Randomized Experiments

Donald B. Rubin · Journal of Educational Statistics · 1981 · 245 citations

, , +16

1–5 of 102

Authors

333

  1. HS
    Hal S. Stern

    University of California, Irvine, United States

    4 publications · 2.4K citations

    4

    h-index

  2. TE
    Trivellore E. Raghunathan

    University of Michigan, United States

    3 publications · 251 citations

    3

    h-index

  3. HH
    Herbert Hoijtink

    Utrecht University, Netherlands

    3 publications · 127 citations

    3

    h-index

  4. RC
    Robert C. Thomson

    University of Hawaii System, United States

    3 publications · 201 citations

    3

    h-index

  5. NC
    Noel Cressie

    Iowa State University, United States

    2 publications · 154 citations

    2

    h-index

1–5 of 333

Institutions

213

  1. University of Michigan

    Ann Arbor, United States

    6 h-index

    11 publications

    544 citations

  2. The Ohio State University

    Columbus, United States

    5 h-index

    7 publications

    266 citations

  3. Educational Testing Service

    Princeton, United States

    4 h-index

    8 publications

    1.4K citations

  4. Duke University

    Durham, United States

    4 h-index

    5 publications

    378 citations

  5. University of Exeter

    Exeter, United Kingdom

    3 h-index

    6 publications

    246 citations

  6. United States Geological Survey

    Reston, United States

    3 h-index

    3 publications

    264 citations

  7. University of Hawaii System

    Honolulu, United States

    3 h-index

    4 publications

    310 citations

  8. University of Edinburgh

    Edinburgh, United Kingdom

    3 h-index

    5 publications

    427 citations

1–8 of 213

Venues

  1. Statistics in Medicine

    8 publications · 487 citations

    8

    h-index

  2. 7

    h-index

  3. arXiv (Cornell University)

    Repository · 3 publications · 53 citations

    3

    h-index

  4. Environmetrics

    3 publications · 215 citations

    3

    h-index

  5. PLoS ONE

    2 publications · 40 citations

    2

    h-index

1–5