Concepedia

Subclassification Matching

Subclassification Matching is a matching method that belongs to the class of propensity score adjustment techniques, distinguished by its stratification of observations into homogeneous subclasses based on levels of confounding variables to achieve balance between treatment and control groups.

30

Publications

43.9K

Citations

80

Authors

49

Institutions

Publications per year

2017–2026

5

Parents

Publications

30

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

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

, , +17

Reducing Bias in Observational Studies Using Subclassification on the Propensity Score

Paul R. Rosenbaum, Donald B. Rubin · Journal of the American Statistical Association · 1984 · 3.1K citations

, , +17

The Use of Propensity Scores to Assess the Generalizability of Results from Randomized Trials

Elizabeth A. Stuart, Stephen R. Cole, Catherine P. Bradshaw et al. · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2010 · 524 citations · Full text

, , +16

1–5 of 30

Authors

80

  1. DB
    Donald B. Rubin

    Harvard University, United States

    7 publications · 41.2K citations

    7

    h-index

  2. PR
    Paul R. Rosenbaum

    University of Pennsylvania, United States

    5 publications · 41.1K citations

    5

    h-index

  3. RB
    Ralph B. D’Agostino

    Boston University, United States

    4 publications · 922 citations

    4

    h-index

  4. EA
    Elizabeth A. Stuart

    Johns Hopkins University, United States

    3 publications · 659 citations

    3

    h-index

  5. PC
    Peter C. Austin

    University of Toronto, Canada

    2 publications · 43 citations

    2

    h-index

1–5 of 80

Institutions

49

  1. Harvard University

    Cambridge, United States

    5 h-index

    14 publications

    839 citations

  2. University of Chicago

    Chicago, United States

    4 h-index

    4 publications

    40.8K citations

  3. Johns Hopkins University

    Baltimore, United States

    3 h-index

    5 publications

    1.7K citations

  4. Wake Forest University

    Winston-Salem, United States

    3 h-index

    4 publications

    503 citations

  5. University of Illinois Chicago

    Chicago, United States

    3 h-index

    3 publications

    37.7K citations

  6. University of Wisconsin–Madison

    Madison, United States

    2 h-index

    2 publications

    34.5K citations

  7. Educational Testing Service

    Princeton, United States

    2 h-index

    2 publications

    6.3K citations

  8. Vanderbilt University

    Nashville, United States

    2 h-index

    9 publications

    432 citations

1–8 of 49

Venues

  1. Journal of the American Statistical Association

    4 publications · 6.7K citations

    4

    h-index

  2. Statistics in Medicine

    4 publications · 212 citations

    4

    h-index

  3. Biometrika

    2 publications · 34.5K citations

    2

    h-index

  4. Cancer

    2 publications · 31 citations

    2

    h-index

  5. The British Journal of Psychiatry

    BJP · 1 publications · 243 citations

    1

    h-index

1–5