Concepedia

Adaptive Sample Size Planning

Adaptive Sample Size Planning is a Bayesian methodology for determining sample size that dynamically adjusts recruitment or experimental expansion based on accumulating data and updated posterior or predictive inferences, distinguishing itself from fixed sample approaches by incorporating interim evidence to optimize statistical power, precision, or decision criteria within a sequential learning framework.

12

Publications

992

Citations

49

Authors

29

Institutions

Publications per year

2017–2026

7

Parents

Publications

12

Sample size planning for classification models

Claudia Beleites, Ute Neugebauer, Thomas Bocklitz et al. · Analytica Chimica Acta · 2012 · 462 citations · Full text

, , +14

Mid‐course sample size modification in clinical trials based on the observed treatment effect

Christopher Jennison, Bruce W. Turnbull · Statistics in Medicine · 2003 · 180 citations

, , +16

Adapting the sample size planning of a phase III trial based on phase II data

Sue‐Jane Wang, Hung Hung, Robert T. O’Neill · Pharmaceutical Statistics · 2006 · 70 citations

, , +13

Adaptive sample size modification in clinical trials: start small then ask for more?

Christopher Jennison, Bruce W. Turnbull · Statistics in Medicine · 2015 · 62 citations · Full text

, , +10

Powering Bias and Clinically Important Treatment Effects in Randomized Trials of Critical Illness*

Darryl Abrams, Sydney B. Montesi, Sarah K. Moore et al. · Critical Care Medicine · 2020 · 57 citations · Full text

, , +16

1–5 of 12

Authors

49

  1. CJ
    Christopher Jennison

    University of Bath, United Kingdom

    2 publications · 242 citations

    2

    h-index

  2. BW
    Bruce W. Turnbull

    Cornell University, United States

    2 publications · 242 citations

    2

    h-index

  3. JF
    Josephine Fox

    University Hospitals Coventry and Warwickshire NHS Trust, United Kingdom

    1 publications · 17 citations

    1

    h-index

  4. HS
    Howard S. Bush

    St. Luke's Episcopal Hospital, United States

    1 publications · 17 citations

    1

    h-index

  5. AL
    Aiyi Liu

    Eunice Kennedy Shriver National Institute of Child Health and Human Development, United States

    1 publications · 12 citations

    1

    h-index

1–5 of 49

Institutions

29

  1. Cornell University

    Ithaca, United States

    2 h-index

    2 publications

    242 citations

  2. University of Bath

    Bath, United Kingdom

    2 h-index

    2 publications

    242 citations

  3. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    1 h-index

    1 publications

    25 citations

  4. University Hospitals Coventry and Warwickshire NHS Trust

    Coventry, United Kingdom

    1 h-index

    5 publications

    85 citations

  5. Rikkyo University

    Tokyo, Japan

    1 h-index

    1 publications

    43 citations

  6. Presbyterian Hospital

    Albuquerque, United States

    1 h-index

    3 publications

    171 citations

  7. George Mason University

    Fairfax, United States

    1 h-index

    1 publications

    12 citations

  8. United States Food and Drug Administration

    Silver Spring, United States

    1 h-index

    3 publications

    210 citations

1–8 of 29

Venues

  1. Statistics in Medicine

    2 publications · 242 citations

    2

    h-index

  2. Biostatistics

    1 publications · 12 citations

    1

    h-index

  3. Critical Care Medicine

    1 publications · 57 citations

    1

    h-index

  4. Prevention Science

    1 publications · 25 citations

    1

    h-index

  5. Analytica Chimica Acta

    1 publications · 462 citations

    1

    h-index

1–5