Concepedia

Prior Predictive Distribution

Prior Predictive Distribution is a probability distribution over observable data generated by integrating the likelihood function with respect to the prior distribution over model parameters, thereby characterizing the expected data before observing any empirical evidence.

326

Publications

32.6K

Citations

716

Authors

378

Institutions

Publications per year

2017–2026

59

Parents

Publications

326

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

Nested sampling for general Bayesian computation

John Skilling · Bayesian Analysis · 2006 · 1.7K citations · Full text

, , +16

A NICER View of PSR J0030+0451: Millisecond Pulsar Parameter Estimation

The Astrophysical Journal Letters · 2019 · 1.6K citations · Full text

, , +17

1–5 of 326

Authors

716

  1. EK
    Essam K. AL-Hussaini

    Assiut University, Egypt

    4 publications · 205 citations

    4

    h-index

  2. PL
    Peter Lenk

    University of Michigan, United States

    3 publications · 148 citations

    3

    h-index

  3. MI
    Michael I. Jordan

    University of California, Berkeley, United States

    3 publications · 255 citations

    3

    h-index

  4. MA
    Muhammad Aslam

    Riphah International University, Pakistan

    3 publications · 49 citations

    3

    h-index

  5. AG
    Andrew Gordon Wilson

    Cornell University, United States

    3 publications · 328 citations

    3

    h-index

1–5 of 716

Institutions

378

  1. University of Cambridge

    Cambridge, United Kingdom

    10 h-index

    28 publications

    2K citations

  2. New York University

    New York, United States

    9 h-index

    12 publications

    1.5K citations

  3. University of California, Berkeley

    Berkeley, United States

    8 h-index

    12 publications

    1.5K citations

  4. The University of Texas at Austin

    Austin, United States

    8 h-index

    16 publications

    787 citations

  5. University of Amsterdam

    Amsterdam, The Netherlands

    7 h-index

    13 publications

    364 citations

  6. University of Toronto

    Toronto, Canada

    7 h-index

    11 publications

    1.5K citations

  7. University of Oxford

    Oxford, United Kingdom

    7 h-index

    12 publications

    447 citations

  8. Stanford University

    Stanford, United States

    6 h-index

    9 publications

    2.3K citations

1–8 of 378

Venues

  1. Journal of the American Statistical Association

    21 publications · 1.7K citations

    17

    h-index

  2. arXiv (Cornell University)

    Repository · 12 publications · 7.1K citations

    12

    h-index

  3. Biometrika

    10 publications · 357 citations

    10

    h-index

  4. Communication in Statistics- Theory and Methods

    10 publications · 229 citations

    10

    h-index

  5. The Annals of Statistics

    10 publications · 3.3K citations

    10

    h-index

1–5