Concepedia

Bayesian Pharmacodynamic Modeling

Bayesian Pharmacodynamic Modeling is a statistical modeling framework within pharmacodynamics that incorporates prior knowledge and observed data through Bayesian inference to estimate model parameters and quantify uncertainty in drug-response relationships.

63

Publications

2.2K

Citations

258

Authors

152

Institutions

Publications per year

2017–2026

14

Parents

Publications

63

A three-step approach combining bayesian regression and NONMEM population analysis: Application to midazolam

P. Maitre, Michael Bührer, D. Thomson et al. · Journal of Pharmacokinetics and Biopharmaceutics · 1991 · 173 citations

, , +15

Pharmacodynamic Analysis of a Fluid Challenge

Hollmann D. Aya, Irina Chis Ster, Nick Fletcher et al. · Critical Care Medicine · 2015 · 146 citations

, , +11

A Bayesian Population Model with Hierarchical Mixture Priors Applied to Blood Count Data

Peter Müller, Gary L. Rosner · Journal of the American Statistical Association · 1997 · 103 citations

, , +17

Population modelling in drug development

Lewis B. Sheiner, Jon Wakefield · Statistical Methods in Medical Research · 1999 · 94 citations

, , +17

Bayesian methods for phase I clinical trials

Constantine Gatsonis, Joel B. Greenhouse · Statistics in Medicine · 1992 · 84 citations

, , +15

1–5 of 63

Authors

258

  1. GL
    Gary L. Rosner

    Johns Hopkins University, United States

    4 publications · 209 citations

    4

    h-index

  2. JW
    Jon Wakefield

    University of Washington, United States

    3 publications · 168 citations

    3

    h-index

  3. PM
    Peter Müller

    The University of Texas MD Anderson Cancer Center, United States

    3 publications · 172 citations

    3

    h-index

  4. NT
    Neal Thomas

    Pfizer (United States), United States

    2 publications · 42 citations

    2

    h-index

  5. MK
    Michael K. Smith

    Pfizer (United Kingdom), United Kingdom

    2 publications · 73 citations

    2

    h-index

1–5 of 258

Institutions

152

  1. Inserm

    Paris, France

    3 h-index

    7 publications

    213 citations

  2. Stanford University

    Stanford, United States

    3 h-index

    9 publications

    482 citations

  3. Pfizer (United Kingdom)

    Tadworth, United Kingdom

    3 h-index

    8 publications

    321 citations

  4. Children's Hospital of Los Angeles

    Los Angeles, United States

    2 h-index

    2 publications

    71 citations

  5. Université de Limoges

    Limoges, France

    2 h-index

    6 publications

    272 citations

  6. United States Department of Veterans Affairs

    Washington, United States

    2 h-index

    3 publications

    357 citations

  7. Duke Medical Center

    Durham, United States

    2 h-index

    2 publications

    130 citations

  8. University of Southern California

    Los Angeles, United States

    2 h-index

    2 publications

    71 citations

1–8 of 152

Venues

  1. Journal of Biopharmaceutical Statistics

    JBS · 6 publications · 153 citations

    6

    h-index

  2. Statistics in Medicine

    5 publications · 196 citations

    5

    h-index

  3. 4

    h-index

  4. Journal of Pharmaceutical Sciences

    4 publications · 83 citations

    4

    h-index

  5. Clinical Pharmacokinetics

    3 publications · 111 citations

    3

    h-index

1–5