Concepedia

Posterior Predictive Distribution

The Posterior Predictive Distribution is a probability distribution that, conditioned on observed data, characterizes the uncertainty of future observations by integrating over the posterior distribution of model parameters.

630

Publications

56.3K

Citations

1.5K

Authors

670

Institutions

Publications per year

2017–2026

167

Parents

Publications

630

WaveNet: A Generative Model for Raw Audio

Aäron van den Oord, Sander Dieleman, Heiga Zen et al. · arXiv (Cornell University) · 2016 · 3.6K citations · Full text

, , +16

Bayesian Inference for Causal Effects: The Role of Randomization

Donald B. Rubin · The Annals of Statistics · 1978 · 2.5K citations · Full text

, , +15

WaveNet: A Generative Model for Raw Audio

Aäron van den Oord, Sander Dieleman, Heiga Zen et al. · arXiv (Cornell University) · 2016 · 2.5K citations · Full text

, , +16

Understanding predictive information criteria for Bayesian models

Andrew Gelman, Jessica Hwang, Aki Vehtari · Statistics and Computing · 2013 · 2.2K citations

, , +13

Predictive regressions

Robert F. Stambaugh · Journal of Financial Economics · 1999 · 1.7K citations · Full text

, , +17

1–5 of 630

Authors

1.5K

  1. AG
    Andrew Gelman

    Columbia University, United States

    7 publications · 3.1K citations

    7

    h-index

  2. MW
    Max Welling

    University of Amsterdam, Netherlands

    6 publications · 291 citations

    6

    h-index

  3. IR
    I. R. Dunsmore

    University of Sheffield, United Kingdom

    5 publications · 175 citations

    5

    h-index

  4. SG
    Stephen G. Walker

    University of Kent, United Kingdom

    5 publications · 153 citations

    5

    h-index

  5. JG
    John Geweke

    University of Technology Sydney, Australia

    5 publications · 956 citations

    5

    h-index

1–5 of 1.5K

Institutions

670

  1. Columbia University

    New York, United States

    16 h-index

    21 publications

    4.5K citations

  2. University of Toronto

    Toronto, Canada

    12 h-index

    15 publications

    657 citations

  3. Duke University

    Durham, United States

    12 h-index

    19 publications

    752 citations

  4. University of Washington

    Seattle, United States

    11 h-index

    13 publications

    2K citations

  5. University of Amsterdam

    Amsterdam, The Netherlands

    11 h-index

    15 publications

    1.3K citations

  6. The Ohio State University

    Columbus, United States

    10 h-index

    15 publications

    419 citations

  7. University of California, Berkeley

    Berkeley, United States

    10 h-index

    12 publications

    1.3K citations

  8. University of Oxford

    Oxford, United Kingdom

    10 h-index

    17 publications

    613 citations

1–8 of 670

Venues

  1. Journal of the American Statistical Association

    44 publications · 6.3K citations

    30

    h-index

  2. arXiv (Cornell University)

    Repository · 36 publications · 7.8K citations

    19

    h-index

  3. Statistics in Medicine

    17 publications · 1.1K citations

    16

    h-index

  4. Communication in Statistics- Theory and Methods

    17 publications · 385 citations

    14

    h-index

  5. Biometrika

    14 publications · 1.5K citations

    12

    h-index

1–5