Concepedia

Bayesian Exposure-response Modeling

Bayesian Exposure-Response Modeling is a statistical modeling framework that belongs to the class of exposure-response modeling approaches and is distinguished by its incorporation of prior knowledge and probabilistic inference through Bayesian methods to quantify the relationship between exposure levels and health outcomes.

50

Publications

3.8K

Citations

222

Authors

118

Institutions

Publications per year

2017–2026

12

Parents

Publications

50

Bayesian kernel machine regression for estimating the health effects of multi-pollutant mixtures

Jennifer F. Bobb, Linda Valeri, Birgit Claus Henn et al. · Biostatistics · 2014 · 1.8K citations · Full text

, , +17

Probabilistic Techniques in Exposure Assessment

Alison C. Cullen, H. Christopher Frey · 2016 · 194 citations

, , +14

Risk Assessment for Cryptosporidium: A Hierarchical Bayesian Analysis of Human Dose Response Data

Michael Messner, Cynthia L. Chappell, Pablo C. Okhuysen · Water Research · 2001 · 151 citations

, , +16

Bayesian Methods for Highly Correlated Exposure Data

Richard F. MacLehose, David B. Dunson, Amy H. Herring et al. · Epidemiology · 2007 · 131 citations

, , +16

Rating Exposure Control Using Bayesian Decision Analysis

Paul Hewett, Perry W. Logan, John Mulhausen et al. · Journal of Occupational and Environmental Hygiene · 2006 · 100 citations

, , +14

1–5 of 50

Authors

222

  1. GR
    Gurumurthy Ramachandran

    University of Minnesota, United States

    3 publications · 157 citations

    3

    h-index

  2. BC
    Birgit Claus Henn

    Boston University, United States

    2 publications · 1.8K citations

    2

    h-index

  3. RO
    Robert O. Wright

    Icahn School of Medicine at Mount Sinai, United States

    2 publications · 1.8K citations

    2

    h-index

  4. HK
    Hans Kromhout

    Utrecht University, Netherlands

    2 publications · 81 citations

    2

    h-index

  5. NW
    Nicholas Warren

    UConn Health, United States

    2 publications · 81 citations

    2

    h-index

1–5 of 222

Institutions

118

  1. University of Minnesota

    Minneapolis, United States

    5 h-index

    7 publications

    389 citations

  2. Imperial College London

    London, United Kingdom

    4 h-index

    6 publications

    195 citations

  3. Utrecht University

    Utrecht, The Netherlands

    3 h-index

    3 publications

    93 citations

  4. Environmental Protection Agency

    Washington, United States

    3 h-index

    5 publications

    216 citations

  5. Unilever (United Kingdom)

    London, United Kingdom

    2 h-index

    15 publications

    360 citations

  6. West Virginia University

    Morgantown, United States

    2 h-index

    2 publications

    79 citations

  7. National Cancer Institute

    Bethesda, United States

    2 h-index

    2 publications

    46 citations

  8. Centre international de recherche sur le cancer

    Lyon, France

    2 h-index

    3 publications

    74 citations

1–8 of 118

Venues

  1. Statistics in Medicine

    4 publications · 131 citations

    4

    h-index

  2. Health Physics

    2 publications · 31 citations

    2

    h-index

  3. Regulatory Toxicology and Pharmacology

    RTP · 2 publications · 36 citations

    2

    h-index

  4. Radiation Protection Dosimetry

    2 publications · 37 citations

    2

    h-index

  5. Annals of Work Exposures and Health

    2 publications · 32 citations

    2

    h-index

1–5