Concepedia

Confounding Adjustment

Confounding Adjustment is a statistical methodology within propensity modeling that specifically corrects for non-causal associations arising from confounding variables by estimating and accounting for the conditional probability of treatment assignment given observed covariates.

2.6K

Publications

271.8K

Citations

10.7K

Authors

3.1K

Institutions

Publications per year

2017–2026

869

Parents

Publications

2.6K

The central role of the propensity score in observational studies for causal effects

Paul R. Rosenbaum, Donald B. Rubin · Biometrika · 1983 · 31K citations · Full text

, , +16

An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies

Peter C. Austin · Multivariate Behavioral Research · 2011 · 11.9K citations · Full text

, , +15

Sensitivity Analysis in Observational Research: Introducing the E-Value

Tyler J. VanderWeele, Peng Ding · Annals of Internal Medicine · 2017 · 5.7K citations · Full text

, , +14

Marginal Structural Models and Causal Inference in Epidemiology

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

, , +14

Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group

Ralph B. D’Agostino · Statistics in Medicine · 1998 · 5.4K citations

, , +16

1–5 of 2.6K

Authors

10.7K

  1. TJ
    Tyler J. VanderWeele

    Harvard University, United States

    27 publications · 12.3K citations

    24

    h-index

  2. RJ
    Robert J. Glynn

    Brigham and Women's Hospital, United States

    24 publications · 4.8K citations

    21

    h-index

  3. SS
    Sebastian Schneeweiß

    Brigham and Women's Hospital, United States

    23 publications · 4.9K citations

    19

    h-index

  4. SG
    Sander Greenland

    University of California, Los Angeles, United States

    19 publications · 9.1K citations

    18

    h-index

  5. TS
    Til Stürmer‎

    University of North Carolina at Chapel Hill, United States

    19 publications · 2.9K citations

    17

    h-index

1–5 of 10.7K

Institutions

3.1K

  1. Harvard University

    Cambridge, United States

    75 h-index

    422 publications

    78.3K citations

  2. Brigham and Women's Hospital

    Boston, United States

    43 h-index

    228 publications

    29K citations

  3. University of Toronto

    Toronto, Canada

    34 h-index

    105 publications

    24.5K citations

  4. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    30 h-index

    115 publications

    15.1K citations

  5. McGill University

    Montreal, Canada

    29 h-index

    92 publications

    11.3K citations

  6. Karolinska Institutet

    Stockholm, Sweden

    29 h-index

    105 publications

    9.9K citations

  7. University of Washington

    Seattle, United States

    29 h-index

    94 publications

    11.4K citations

  8. University of Michigan

    Ann Arbor, United States

    28 h-index

    86 publications

    4.5K citations

1–8 of 3.1K

Venues

  1. American Journal of Epidemiology

    AJE · 91 publications · 20.7K citations

    56

    h-index

  2. Statistics in Medicine

    78 publications · 15.6K citations

    40

    h-index

  3. Epidemiology

    48 publications · 14.2K citations

    32

    h-index

  4. PubMed

    Repository · 85 publications · 3.6K citations

    31

    h-index

  5. PLoS ONE

    49 publications · 2.8K citations

    27

    h-index

1–5