Concepedia

Robust Mixture Priors

Robust Mixture Priors is a Bayesian prior modeling approach that belongs to the class of hierarchical priors and is specifically characterized by its construction as a finite mixture of competing prior distributions to ensure inferential stability and insensitivity to prior misspecification in clinical trial settings.

8

Publications

725

Citations

24

Authors

20

Institutions

Publications per year

2017–2026

6

Parents

Publications

8

Robust meta‐analytic‐predictive priors in clinical trials with historical control information

Heinz Schmidli, Sandro Gsteiger, Satrajit Roychoudhury et al. · Biometrics · 2014 · 466 citations

, , +12

Bayesian clinical trial design using historical data that inform the treatment effect

Matthew A. Psioda, Joseph G. Ibrahim · Biostatistics · 2018 · 87 citations · Full text

, , +16

Model averaging for robust extrapolation in evidence synthesis

Christian Röver, Simon Wandel, Tim Friede · Statistics in Medicine · 2018 · 40 citations · Full text

, , +9

Quantification of prior impact in terms of effective current sample size

Manuel Wiesenfarth, Silvia Calderazzo · Biometrics · 2019 · 39 citations · Full text

, , +16

Assessing efficacy in important subgroups in confirmatory trials: An example using Bayesian dynamic borrowing

Nicky Best, Robert G. Price, Isabelle Pouliquen et al. · Pharmaceutical Statistics · 2021 · 36 citations · Full text

, , +16

1–5 of 8

Authors

24

  1. ON
    Oliver N. Keene

    GlaxoSmithKline (United Kingdom), United Kingdom

    1 publications · 36 citations

    1

    h-index

  2. MW
    Manuel Wiesenfarth

    Heidelberg University, Germany

    1 publications · 39 citations

    1

    h-index

  3. RG
    Robert G. Price

    Research Triangle Park Foundation, United States

    1 publications · 36 citations

    1

    h-index

  4. EL
    Emmanuel Lesaffre

    KU Leuven, Belgium

    1 publications · 28 citations

    1

    h-index

  5. SB
    Sudip Bose

    George Washington University, United States

    1 publications · 19 citations

    1

    h-index

1–5 of 24

Institutions

20

  1. Novartis (Switzerland)

    Basel, Switzerland

    3 h-index

    4 publications

    982 citations

  2. University of Cambridge

    Cambridge, United Kingdom

    1 h-index

    1 publications

    466 citations

  3. University of Sheffield

    Sheffield, United Kingdom

    1 h-index

    1 publications

    466 citations

  4. Statistics Belgium

    Brussels, Belgium

    1 h-index

    1 publications

    28 citations

  5. German Cancer Research Center

    Heidelberg, Germany

    1 h-index

    2 publications

    78 citations

  6. KU Leuven

    Leuven, Belgium

    1 h-index

    1 publications

    28 citations

  7. Roche (Switzerland)

    Basel, Switzerland

    1 h-index

    2 publications

    56 citations

  8. GlaxoSmithKline (Sri Lanka)

    Moratuwa, Sri Lanka

    1 h-index

    3 publications

    108 citations

1–8 of 20

Venues

  1. Pharmaceutical Statistics

    2 publications · 64 citations

    2

    h-index

  2. Biometrics

    2 publications · 505 citations

    2

    h-index

  3. Biostatistics

    1 publications · 87 citations

    1

    h-index

  4. The Annals of Statistics

    1 publications · 19 citations

    1

    h-index

  5. Biometrical Journal

    1 publications · 10 citations

    1

    h-index

1–5