Concepedia

Exposure-outcome Modeling

Exposure-Outcome Modeling is a statistical and computational framework that characterizes the quantitative relationship between the level or duration of exposure to an agent and the magnitude or probability of a specific biological or health outcome, distinguishing it from general risk assessment methods by focusing on dose-dependent response patterns and causal inference.

401

Publications

35K

Citations

1.3K

Authors

614

Institutions

Publications per year

2017–2026

91

Variants

Exposure-response Relationship Modeling

Parents

Publications

401

A new approach to causal inference in mortality studies with a sustained exposure period—application to control of the healthy worker survivor effect

James M. Robins · Mathematical Modelling · 1986 · 2.5K citations

, , +14

Variable Selection for Propensity Score Models

M. Alan Brookhart, Sebastian Schneeweiß, Kenneth J. Rothman et al. · American Journal of Epidemiology · 2006 · 2.3K citations · Full text

, , +16

Robust causal inference using directed acyclic graphs: the R package ‘dagitty’

Johannes Textor, Benito van der Zander, Mark S. Gilthorpe et al. · International Journal of Epidemiology · 2016 · 2.3K citations · Full text

, , +13

Statistical software for analyzing the health effects of multiple concurrent exposures via Bayesian kernel machine regression

Jennifer F. Bobb, Birgit Claus Henn, Linda Valeri et al. · Environmental Health · 2018 · 1.1K citations · Full text

, , +17

A Tutorial on Interaction

Tyler J. VanderWeele, Mirjam J. Knol · Epidemiologic Methods · 2014 · 1K citations

, , +16

1–5 of 401

Authors

1.3K

  1. SV
    Stijn Vansteelandt

    Ghent University, Belgium

    10 publications · 773 citations

    10

    h-index

  2. TJ
    Tyler J. VanderWeele

    Harvard University, United States

    7 publications · 1.5K citations

    7

    h-index

  3. SR
    Stephen R. Cole

    University of North Carolina at Chapel Hill, United States

    7 publications · 364 citations

    7

    h-index

  4. AS
    Arvid Sjölander

    Karolinska Institutet, Sweden

    7 publications · 295 citations

    7

    h-index

  5. GD
    George Davey Smith

    University of Bristol, United Kingdom

    7 publications · 1.4K citations

    7

    h-index

1–5 of 1.3K

Institutions

614

  1. Harvard University

    Cambridge, United States

    29 h-index

    98 publications

    24.1K citations

  2. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    17 h-index

    33 publications

    2K citations

  3. University of Bristol

    Bristol, United Kingdom

    12 h-index

    48 publications

    7.1K citations

  4. Boston University

    Boston, United States

    12 h-index

    26 publications

    2.7K citations

  5. University of Washington

    Seattle, United States

    11 h-index

    15 publications

    1K citations

  6. Karolinska Institutet

    Stockholm, Sweden

    10 h-index

    27 publications

    1.2K citations

  7. Cancer Research And Biostatistics

    Seattle, United States

    10 h-index

    14 publications

    823 citations

  8. Environmental Protection Agency

    Washington, United States

    10 h-index

    17 publications

    847 citations

1–8 of 614

Venues

  1. American Journal of Epidemiology

    AJE · 36 publications · 6.9K citations

    28

    h-index

  2. Epidemiology

    29 publications · 2.6K citations

    25

    h-index

  3. Statistics in Medicine

    40 publications · 1.7K citations

    23

    h-index

  4. Biometrics

    26 publications · 1.9K citations

    19

    h-index

  5. International Journal of Epidemiology

    13 publications · 3.5K citations

    12

    h-index

1–5