Concepedia

Prior Distribution Specification

Prior Distribution Specification is the formal process of defining the probability distribution that encapsulates existing knowledge or assumptions about model parameters before observing data, within the framework of Bayesian pharmacokinetic and population pharmacokinetic analysis.

1.5K

Publications

123.4K

Citations

3.2K

Authors

1.2K

Institutions

Publications per year

2017–2026

343

Parents

Publications

1.5K

A Bayesian Analysis of Some Nonparametric Problems

Thomas S. Ferguson · The Annals of Statistics · 1973 · 4.8K citations · Full text

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Inferring weak population structure with the assistance of sample group information

Melissa J. Hubisz, Daniel Falush, Matthew Stephens et al. · Molecular Ecology Resources · 2009 · 3.6K citations

, , +15

Bayesian Inference for Causal Effects: The Role of Randomization

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

, , +15

Filtering via Simulation: Auxiliary Particle Filters

M. Pitt, Neil Shephard · Journal of the American Statistical Association · 1999 · 2.3K citations · Full text

, , +13

A weakly informative default prior distribution for logistic and other regression models

The Annals of Applied Statistics · 2008 · 1.8K citations · Full text

, , +16

1–5 of 1.5K

Authors

3.2K

  1. EW
    Eric‐Jan Wagenmakers

    University of Amsterdam, Netherlands

    12 publications · 761 citations

    12

    h-index

  2. JG
    Joseph G. Ibrahim

    University of North Carolina at Chapel Hill, United States

    13 publications · 1.8K citations

    12

    h-index

  3. JO
    James O. Berger

    Purdue University West Lafayette, United States

    8 publications · 1.1K citations

    8

    h-index

  4. KC
    Kathryn Chaloner

    University of Minnesota, United States

    8 publications · 450 citations

    8

    h-index

  5. RL
    Robert L. Winkler

    Duke University, United States

    7 publications · 1.2K citations

    7

    h-index

1–5 of 3.2K

Institutions

1.2K

  1. Harvard University

    Cambridge, United States

    22 h-index

    51 publications

    2.8K citations

  2. Cornell University

    Ithaca, United States

    20 h-index

    34 publications

    6.9K citations

  3. University of California, Berkeley

    Berkeley, United States

    20 h-index

    46 publications

    6.8K citations

  4. Stanford University

    Stanford, United States

    19 h-index

    30 publications

    4.6K citations

  5. University of Cambridge

    Cambridge, United Kingdom

    19 h-index

    47 publications

    4.4K citations

  6. University of Amsterdam

    Amsterdam, The Netherlands

    19 h-index

    55 publications

    4.2K citations

  7. Duke University

    Durham, United States

    18 h-index

    31 publications

    2.9K citations

  8. University of Oxford

    Oxford, United Kingdom

    18 h-index

    33 publications

    4.4K citations

1–8 of 1.2K

Venues

  1. Journal of the American Statistical Association

    99 publications · 12.7K citations

    48

    h-index

  2. The Annals of Statistics

    47 publications · 12.3K citations

    29

    h-index

  3. arXiv (Cornell University)

    Repository · 60 publications · 5.6K citations

    27

    h-index

  4. 25

    h-index

  5. Statistics in Medicine

    42 publications · 2.9K citations

    25

    h-index

1–5