Concepedia

Propensity Score Adjustment

Propensity Score Adjustment is a statistical method used in causal inference that belongs to the class of covariate adjustment techniques, distinguished by its use of a subject’s propensity score—defined as the conditional probability of treatment assignment given observed covariates—to balance covariate distributions between treatment and control groups.

11.2K

Publications

584.1K

Citations

67.7K

Authors

9.1K

Institutions

Publications per year

2017–2026

7.3K

Variants

Propensity Score Adjustment Method

Parents

Publications

11.2K

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

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Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score

Paul R. Rosenbaum, Donald B. Rubin · The American Statistician · 1985 · 4.8K citations

, , +14

Constructing a Control Group Using Multivariate Matched Sampling Methods That Incorporate the Propensity Score

Paul R. Rosenbaum, Donald B. Rubin · The American Statistician · 1985 · 4.3K citations

, , +14

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

Reducing Bias in Observational Studies Using Subclassification on the Propensity Score

Paul R. Rosenbaum, Donald B. Rubin · Journal of the American Statistical Association · 1984 · 3.2K citations · Full text

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1–5 of 11.2K

Authors

67.7K

  1. SS
    Sebastian Schneeweiß

    Brigham and Women's Hospital, United States

    60 publications · 7K citations

    35

    h-index

  2. PC
    Peter C. Austin

    University of Toronto, Canada

    60 publications · 8.9K citations

    34

    h-index

  3. HY
    Hideo Yasunaga

    The University of Tokyo, Japan

    54 publications · 2.1K citations

    25

    h-index

  4. EA
    Elizabeth A. Stuart

    Johns Hopkins University, United States

    38 publications · 4.9K citations

    25

    h-index

  5. EP
    Elisabetta Patorno

    Brigham and Women's Hospital, United States

    33 publications · 3.3K citations

    25

    h-index

1–5 of 67.7K

Institutions

9.1K

  1. Harvard University

    Cambridge, United States

    86 h-index

    1.4K publications

    113.8K citations

  2. Brigham and Women's Hospital

    Boston, United States

    80 h-index

    1K publications

    89.9K citations

  3. University of Toronto

    Toronto, Canada

    74 h-index

    802 publications

    63.9K citations

  4. Johns Hopkins University

    Baltimore, United States

    64 h-index

    599 publications

    41.9K citations

  5. University of Pennsylvania

    Philadelphia, United States

    57 h-index

    517 publications

    33.7K citations

  6. Institute for Clinical Evaluative Sciences

    Toronto, Canada

    53 h-index

    414 publications

    40.8K citations

  7. Inserm

    Paris, France

    52 h-index

    873 publications

    46.5K citations

  8. Assistance Publique – Hôpitaux de Paris

    Paris, France

    51 h-index

    937 publications

    47.6K citations

1–8 of 9.1K

Venues

  1. Annals of Surgery

    93 publications · 7.6K citations

    52

    h-index

  2. PLoS ONE

    267 publications · 10.2K citations

    51

    h-index

  3. Circulation

    60 publications · 10.7K citations

    50

    h-index

  4. BMJ

    48 publications · 6K citations

    42

    h-index

  5. Clinical Infectious Diseases

    CID · 67 publications · 5.2K citations

    39

    h-index

1–5