Concepedia

Bayesian Experimental Design

Bayesian Experimental Design is a statistical framework for planning experiments in which the choice of design is guided by Bayesian principles to optimize the expected utility of the information gained, distinguishing it from frequentist experimental designs by its incorporation of prior beliefs and probabilistic inference.

782

Publications

54K

Citations

1.6K

Authors

729

Institutions

Publications per year

2017–2026

231

Variants

Bayesian Design Of Experiments

Parents

Children

Publications

782

Bayesian Inference for Causal Effects: The Role of Randomization

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

, , +15

Bayes Estimates for the Linear Model

D. V. Lindley, A. F. M. Smith · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1972 · 2K citations

, , +14

Default Bayes factors for ANOVA designs

Jeffrey N. Rouder, Richard D. Morey, Paul L. Speckman et al. · Journal of Mathematical Psychology · 2012 · 1.9K citations · Full text

, , +9

bayestestR: Describing Effects and their Uncertainty, Existence and Significance within the Bayesian Framework

Dominique Makowski, Mattan S. Ben‐Shachar, Daniel Lüdecke · The Journal of Open Source Software · 2019 · 1.5K citations · Full text

, , +15

Why psychologists must change the way they analyze their data: The case of psi: Comment on Bem (2011).

Eric‐Jan Wagenmakers, Ruud Wetzels, Denny Borsboom et al. · Journal of Personality and Social Psychology · 2011 · 1K citations

, , +15

1–5 of 782

Authors

1.6K

  1. EW
    Eric‐Jan Wagenmakers

    University of Amsterdam, Netherlands

    22 publications · 4.9K citations

    18

    h-index

  2. PG
    Peter Goos

    University of Antwerp, Belgium

    21 publications · 1.1K citations

    17

    h-index

  3. HD
    Holger Dette

    Ruhr University Bochum, Germany

    14 publications · 476 citations

    14

    h-index

  4. MV
    Martina Vandebroek

    KU Leuven, Belgium

    15 publications · 785 citations

    13

    h-index

  5. DA
    Donald A. Berry

    The University of Texas MD Anderson Cancer Center, United States

    13 publications · 1.1K citations

    12

    h-index

1–5 of 1.6K

Institutions

729

  1. The University of Texas MD Anderson Cancer Center

    Houston, United States

    24 h-index

    66 publications

    4.8K citations

  2. University of Amsterdam

    Amsterdam, The Netherlands

    21 h-index

    84 publications

    11.9K citations

  3. University of Minnesota

    Minneapolis, United States

    17 h-index

    40 publications

    3.1K citations

  4. University of Antwerp

    Antwerp, Belgium

    17 h-index

    29 publications

    1.6K citations

  5. KU Leuven

    Leuven, Belgium

    16 h-index

    36 publications

    1.6K citations

  6. University of Michigan

    Ann Arbor, United States

    14 h-index

    25 publications

    3.3K citations

  7. University of California, Los Angeles

    Los Angeles, United States

    13 h-index

    22 publications

    3.1K citations

  8. Duke University

    Durham, United States

    13 h-index

    16 publications

    1.2K citations

1–8 of 729

Venues

  1. Statistics in Medicine

    51 publications · 2.7K citations

    28

    h-index

  2. Technometrics

    33 publications · 2.4K citations

    23

    h-index

  3. Biometrics

    28 publications · 1.9K citations

    20

    h-index

  4. Journal of the American Statistical Association

    33 publications · 2.5K citations

    20

    h-index

  5. Journal of Statistical Planning and Inference

    24 publications · 1.6K citations

    17

    h-index

1–5