Concepedia

Time-varying Confounding

Time-Varying Confounding is a type of confounding variable in longitudinal causal inference that evolves over time and simultaneously influences both the subsequent treatment assignment and the outcome, thereby introducing bias when estimating causal effects in the presence of time-dependent covariates affected by prior exposures.

294

Publications

29K

Citations

1.1K

Authors

497

Institutions

Publications per year

2017–2026

150

Parents

Publications

294

Marginal Structural Models and Causal Inference in Epidemiology

James M. Robins, Miguel A. Hernán, Babette Brumback · Epidemiology · 2000 · 5.5K citations

, , +14

Constructing Inverse Probability Weights for Marginal Structural Models

Stephen R. Cole, Miguel A. Hernán · American Journal of Epidemiology · 2008 · 2.7K citations · Full text

, , +17

Marginal Structural Models to Estimate the Causal Effect of Zidovudine on the Survival of HIV-Positive Men

Miguel A. Hernán, Babette Brumback, James M. Robins · Epidemiology · 2000 · 1.8K citations

, , +16

Corticosteroid Therapy for Critically Ill Patients with Middle East Respiratory Syndrome

Yaseen M. Arabi, Yasser Mandourah, Fahad Al-Hameed et al. · American Journal of Respiratory and Critical Care Medicine · 2017 · 1.2K citations

, , +13

The effect of combined antiretroviral therapy on the overall mortality of HIV-infected individuals

The HIV-CAUSAL Collaboration · AIDS · 2009 · 474 citations · Full text

, , +16

1–5 of 294

Authors

1.1K

  1. SV
    Stijn Vansteelandt

    Ghent University, Belgium

    12 publications · 794 citations

    12

    h-index

  2. MA
    Miguel A. Hernán

    Harvard University, United States

    10 publications · 11.1K citations

    10

    h-index

  3. JM
    James M. Robins

    Harvard University, United States

    9 publications · 8.1K citations

    9

    h-index

  4. MM
    M. Maria Glymour

    University of California, San Francisco, United States

    8 publications · 566 citations

    8

    h-index

  5. TJ
    Tyler J. VanderWeele

    Harvard University, United States

    7 publications · 883 citations

    7

    h-index

1–5 of 1.1K

Institutions

497

  1. Harvard University

    Cambridge, United States

    30 h-index

    102 publications

    28.4K citations

  2. McGill University

    Montreal, Canada

    20 h-index

    40 publications

    2.4K citations

  3. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    14 h-index

    26 publications

    2.1K citations

  4. University of California, Berkeley

    Berkeley, United States

    13 h-index

    25 publications

    1.5K citations

  5. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    13 h-index

    27 publications

    3.1K citations

  6. Johns Hopkins University

    Baltimore, United States

    13 h-index

    20 publications

    3.9K citations

  7. University of Oxford

    Oxford, United Kingdom

    12 h-index

    24 publications

    3.2K citations

  8. Ghent University

    Ghent, Belgium

    12 h-index

    22 publications

    1.4K citations

1–8 of 497

Venues

  1. Epidemiology

    25 publications · 9.2K citations

    21

    h-index

  2. American Journal of Epidemiology

    AJE · 24 publications · 3.8K citations

    20

    h-index

  3. Statistics in Medicine

    17 publications · 1.2K citations

    14

    h-index

  4. arXiv (Cornell University)

    Repository · 8 publications · 204 citations

    8

    h-index

  5. Pharmacoepidemiology and Drug Safety

    8 publications · 246 citations

    8

    h-index

1–5