Concepedia

Covariate Adjustment

Covariate Adjustment is a statistical procedure in dose-response modeling that accounts for the influence of concomitant variables by isolating the effect of the primary exposure or dose metric on the response outcome.

597

Publications

118.6K

Citations

1.5K

Authors

611

Institutions

Publications per year

2017–2026

135

Parents

Children

Publications

597

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

Marginal Structural Models and Causal Inference in Epidemiology

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

, , +14

Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies

Jens Hainmueller · Political Analysis · 2011 · 5.5K citations

, , +16

The Central Role of the Propensity Score in Observational Studies for Causal Effects

Paul R. Rosenbaum, Donald B. Rubin · Biometrika · 1983 · 3.5K citations

, , +16

1–5 of 597

Authors

1.5K

  1. SV
    Stijn Vansteelandt

    Ghent University, Belgium

    13 publications · 681 citations

    11

    h-index

  2. DB
    Donald B. Rubin

    Harvard University, United States

    10 publications · 38.2K citations

    10

    h-index

  3. GG
    Gary G. Koch

    University of North Carolina at Chapel Hill, United States

    10 publications · 237 citations

    10

    h-index

  4. PR
    Paul R. Rosenbaum

    University of Pennsylvania, United States

    9 publications · 572 citations

    9

    h-index

  5. DŞ
    Damla Şentürk

    University of California, Los Angeles, United States

    7 publications · 260 citations

    7

    h-index

1–5 of 1.5K

Institutions

611

  1. Harvard University

    Cambridge, United States

    26 h-index

    67 publications

    21.3K citations

  2. University of Pennsylvania

    Philadelphia, United States

    17 h-index

    44 publications

    4.2K citations

  3. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    17 h-index

    38 publications

    2.6K citations

  4. University of Washington

    Seattle, United States

    15 h-index

    21 publications

    3.4K citations

  5. McGill University

    Montreal, Canada

    14 h-index

    39 publications

    1.4K citations

  6. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    13 h-index

    26 publications

    1.4K citations

  7. University of Toronto

    Toronto, Canada

    13 h-index

    15 publications

    13.1K citations

  8. Johns Hopkins University

    Baltimore, United States

    13 h-index

    23 publications

    3.3K citations

1–8 of 611

Venues

  1. Statistics in Medicine

    74 publications · 9K citations

    37

    h-index

  2. Biometrics

    48 publications · 7.9K citations

    28

    h-index

  3. Journal of the American Statistical Association

    31 publications · 3.3K citations

    24

    h-index

  4. Biometrika

    26 publications · 36K citations

    20

    h-index

  5. American Journal of Epidemiology

    AJE · 21 publications · 6.3K citations

    19

    h-index

1–5