Concepedia

Bayesian Subgroup Analysis

Bayesian Subgroup Analysis is a statistical methodology that belongs to the class of Bayesian inference techniques, distinguished by its application of prior distributions and posterior updating to evaluate heterogeneous treatment effects across predefined subgroups within clinical trial data.

45

Publications

2.2K

Citations

146

Authors

109

Institutions

Publications per year

2017–2026

16

Parents

Publications

45

Three simple rules to ensure reasonably credible subgroup analyses

James Burke, Jeremy B. Sussman, David M. Kent et al. · BMJ · 2015 · 315 citations · Full text

, , +10

Forecasted 2040 global prevalence of nonalcoholic fatty liver disease using hierarchical bayesian approach

Michael H. Le, Yee Hui Yeo, Biyao Zou et al. · Clinical and Molecular Hepatology · 2022 · 313 citations · Full text

, , +16

Bayesian profile regression with an application to the National survey of children's health

John Molitor, Michail Papathomas, Michael Jerrett et al. · Biostatistics · 2010 · 173 citations · Full text

, , +15

Bayesian models for subgroup analysis in clinical trials

Hayley E. Jones, David Ohlssen, Beat Neuenschwander et al. · Clinical Trials · 2011 · 111 citations

, , +13

Borrowing Information across Subgroups in Phase II Trials: Is It Useful?

Boris Freidlin, Edward L. Korn · Clinical Cancer Research · 2013 · 80 citations · Full text

, , +13

1–5 of 45

Authors

146

  1. PM
    Peter Müller

    The University of Texas MD Anderson Cancer Center, United States

    3 publications · 87 citations

    3

    h-index

  2. RV
    Ravi Varadhan

    Johns Hopkins University, United States

    3 publications · 91 citations

    3

    h-index

  3. BP
    Bradley P. Carlin

    University of Minnesota, United States

    3 publications · 92 citations

    3

    h-index

  4. TA
    Thomas A. Louis

    Johns Hopkins University, United States

    2 publications · 77 citations

    2

    h-index

  5. SS
    Siva Sivaganesan

    University of Cincinnati, United States

    2 publications · 71 citations

    2

    h-index

1–5 of 146

Institutions

109

  1. Johns Hopkins University

    Baltimore, United States

    4 h-index

    12 publications

    364 citations

  2. The University of Texas MD Anderson Cancer Center

    Houston, United States

    3 h-index

    3 publications

    126 citations

  3. University of Michigan

    Ann Arbor, United States

    2 h-index

    4 publications

    963 citations

  4. Stanford University

    Stanford, United States

    2 h-index

    8 publications

    2.2K citations

  5. Novartis (United States)

    New York, United States

    2 h-index

    2 publications

    140 citations

  6. Novartis (Switzerland)

    Basel, Switzerland

    2 h-index

    7 publications

    449 citations

  7. Stanford Medicine

    Stanford, United States

    2 h-index

    8 publications

    2.2K citations

  8. Sidney Kimmel Comprehensive Cancer Center

    Baltimore, United States

    2 h-index

    4 publications

    191 citations

1–8 of 109

Venues

  1. Statistics in Medicine

    8 publications · 231 citations

    8

    h-index

  2. Pharmaceutical Statistics

    4 publications · 94 citations

    4

    h-index

  3. Circulation

    2 publications · 113 citations

    2

    h-index

  4. Biometrics

    2 publications · 83 citations

    2

    h-index

  5. Biometrical Journal

    1 publications · 14 citations

    1

    h-index

1–5