Concepedia

Bayesian Longitudinal Dose-response Models

Bayesian Longitudinal Dose-Response Model is a statistical framework that integrates Bayesian inference with longitudinal data structures to estimate time-varying dose-response relationships while formally quantifying uncertainty through prior distributions and iterative updating of posterior estimates.

5

Publications

112

Citations

14

Authors

10

Institutions

Publications per year

2017–2026

1

Parents

Publications

5

Practical Implementation of Bayesian Dose-Escalation Procedures

Yinghui Zhou, John Whitehead · Drug Information Journal · 2003 · 36 citations

, , +13

A case study of model‐based Bayesian dose response estimation

Huaming Tan, David Gruben, Jonathan French et al. · Statistics in Medicine · 2011 · 25 citations

, , +16

Bayesian discrimination with longitudinal data

Philip J. Brown · Biostatistics · 2001 · 22 citations · Full text

, , +14

Bayesian Weighted Sums: A Flexible Approach to Estimate Summed Mixture Effects

Ghassan B. Hamra, Richard F. MacLehose, Lisa Croen et al. · International Journal of Environmental Research and Public Health · 2021 · 15 citations · Full text

, , +17

A Hierarchical Modelling Approach to Analysing Longitudinal Data with Drop-Out and Non-Compliance, with Application to an Equivalence Trial in Paediatric Acquired Immune Deficiency Syndrome

Joseph W. Hogan, Michael J. Daniels · Journal of the Royal Statistical Society Series C (Applied Statistics) · 2002 · 14 citations

, , +16

1–5 of 5

Authors

14

  1. CJ
    Craig J. Newschaffer

    Drexel University, United States

    1 publications · 15 citations

    1

    h-index

  2. GB
    Ghassan B. Hamra

    University of North Carolina at Chapel Hill, United States

    1 publications · 15 citations

    1

    h-index

  3. JW
    John Whitehead

    University of Reading, United Kingdom

    1 publications · 36 citations

    1

    h-index

  4. JF
    Jonathan French

    Pfizer (United States), United States

    1 publications · 25 citations

    1

    h-index

  5. NT
    Neal Thomas

    Pfizer (United States), United States

    1 publications · 25 citations

    1

    h-index

1–5 of 14

Institutions

10

  1. Brown University

    Providence, United States

    1 h-index

    1 publications

    14 citations

  2. Iowa State University

    Ames, United States

    1 h-index

    1 publications

    14 citations

  3. University of Reading

    Reading, United Kingdom

    1 h-index

    2 publications

    72 citations

  4. Pennsylvania State University

    State College, United States

    1 h-index

    1 publications

    15 citations

  5. Kaiser Permanente

    Oakland, United States

    1 h-index

    1 publications

    15 citations

  6. University of Minnesota

    Minneapolis, United States

    1 h-index

    1 publications

    15 citations

  7. Johns Hopkins University

    Baltimore, United States

    1 h-index

    2 publications

    30 citations

  8. Drexel University

    Philadelphia, United States

    1 h-index

    1 publications

    15 citations

1–8 of 10

Venues

  1. 1

    h-index

  2. Statistics in Medicine

    1 publications · 25 citations

    1

    h-index

  3. 1

    h-index

  4. Biostatistics

    1 publications · 22 citations

    1

    h-index

  5. Drug Information Journal

    DIA · 1 publications · 36 citations

    1

    h-index

1–5