Concepedia

Matching Weights

Matching Weights is a propensity score weighting method that assigns each treated and control unit a weight inversely proportional to its propensity score, such that the weighted control group mimics the covariate distribution of the treated group, enabling unbiased estimation of treatment effects.

63

Publications

4.7K

Citations

163

Authors

107

Institutions

Publications per year

2017–2026

17

Variants

Propensity Score Weighting

Parents

Publications

63

Alternative approaches for confounding adjustment in observational studies using weighting based on the propensity score: a primer for practitioners

Rishi Desai, Jessica M. Franklin · BMJ · 2019 · 649 citations · Full text

, , +16

Matching Estimators of Causal Effects

Stephen L. Morgan, David J. Harding · Sociological Methods & Research · 2006 · 394 citations

, , +16

Too Much Ado about Propensity Score Models? Comparing Methods of Propensity Score Matching

Onur Başer · Value in Health · 2006 · 374 citations

, , +14

A Weighting Analogue to Pair Matching in Propensity Score Analysis

Liang Li, Tom Greene · The International Journal of Biostatistics · 2013 · 354 citations

, , +16

Effect of nursing caries on body weight in a pediatric population.

George Acs, G Lodolini, Sari Kaminsky et al. · PubMed · 1993 · 292 citations

, , +5

1–5 of 63

Authors

163

  1. PC
    Peter C. Austin

    University of Toronto, Canada

    5 publications · 148 citations

    5

    h-index

  2. SC
    Simon C. Gandevia

    UNSW Sydney, Australia

    4 publications · 230 citations

    4

    h-index

  3. SL
    Sharon L. Kilbreath

    The University of Sydney, Australia

    3 publications · 141 citations

    3

    h-index

  4. MB
    Marlene B. Schwartz

    Yale University, United States

    2 publications · 26 citations

    2

    h-index

  5. HK
    Hyunsub Kum

    The University of Texas at Austin, United States

    2 publications · 47 citations

    2

    h-index

1–5 of 163

Institutions

107

  1. Harvard University

    Cambridge, United States

    4 h-index

    11 publications

    2.6K citations

  2. Institute for Clinical Evaluative Sciences

    Toronto, Canada

    3 h-index

    3 publications

    104 citations

  3. University of Toronto

    Toronto, Canada

    3 h-index

    5 publications

    133 citations

  4. Neuroscience Research Australia

    Sydney, Australia

    2 h-index

    5 publications

    375 citations

  5. Sunnybrook Research Institute

    Toronto, Canada

    2 h-index

    2 publications

    91 citations

  6. University of Utah

    Salt Lake City, United States

    2 h-index

    2 publications

    435 citations

  7. University of Bristol

    Bristol, United Kingdom

    2 h-index

    2 publications

    100 citations

  8. Leiden University

    Leiden, The Netherlands

    2 h-index

    4 publications

    86 citations

1–8 of 107

Venues

  1. Statistics in Medicine

    5 publications · 209 citations

    5

    h-index

  2. The Journal of Physiology

    4 publications · 230 citations

    4

    h-index

  3. SSRN Electronic Journal

    Repository · 4 publications · 151 citations

    4

    h-index

  4. 3

    h-index

  5. PubMed

    Repository · 2 publications · 306 citations

    2

    h-index

1–5