Concepedia

Post-matching Inference

Post-Matching Inference is a methodological framework within the domain of causal inference that formalizes the statistical analysis conducted after matching to estimate treatment effects while accounting for the matching process in variance estimation and hypothesis testing.

8

Publications

4.2K

Citations

17

Authors

18

Institutions

Publications per year

2017–2026

7

Parents

Publications

8

Matching As An Econometric Evaluation Estimator

James J. Heckman, Hidehiko Ichimura, Petra Todd · The Review of Economic Studies · 1998 · 3.8K citations

, , +14

Robust Post-Matching Inference

Alberto Abadie, Jann Spiess · Journal of the American Statistical Association · 2020 · 161 citations

, , +16

To use or not to use propensity score matching?

Jixian Wang · Pharmaceutical Statistics · 2020 · 114 citations

, , +16

Performance of propensity score matching to estimate causal effects in small samples

Anaïs Andrillon, Romain Pirracchio, Sylvie Chevret · Statistical Methods in Medical Research · 2020 · 44 citations

, , +16

Applied comparison of large‐scale propensity score matching and cardinality matching for causal inference in observational research

Stephen Fortin, Stephen S. Johnston, Martijn J. Schuemie · BMC Medical Research Methodology · 2021 · 38 citations · Full text

, , +15

1–5 of 8

Authors

17

  1. DH
    Dae-Woong Ham

    Chung-Ang University Hospital, South Korea

    2 publications · 35 citations

    2

    h-index

  2. LM
    Luke Miratrix

    Harvard University, United States

    2 publications · 35 citations

    2

    h-index

  3. AA
    Anaïs Andrillon

    Université Paris Cité, France

    1 publications · 44 citations

    1

    h-index

  4. MJ
    Martijn J. Schuemie

    Erasmus MC, Netherlands

    1 publications · 38 citations

    1

    h-index

  5. SC
    Sylvie Chevret

    Hôpital Saint-Louis, France

    1 publications · 44 citations

    1

    h-index

1–5 of 17

Institutions

18

  1. Ludwig-Maximilians-Universität München

    Munich, Germany

    1 h-index

    1 publications

    21 citations

  2. University of Chicago

    Chicago, United States

    1 h-index

    1 publications

    3.8K citations

  3. Janssen (United States)

    Hopewell, United States

    1 h-index

    2 publications

    76 citations

  4. Hôpital Européen Georges-Pompidou

    Paris, France

    1 h-index

    1 publications

    44 citations

  5. Délégation Paris 7

    Bagnolet, France

    1 h-index

    3 publications

    132 citations

  6. University of Pennsylvania

    Philadelphia, United States

    1 h-index

    1 publications

    3.8K citations

  7. IIT@MIT

    Cambridge, United States

    1 h-index

    1 publications

    161 citations

  8. Johnson & Johnson (United States)

    New Brunswick, United States

    1 h-index

    1 publications

    38 citations

1–8 of 18

Venues

  1. BMC Medical Research Methodology

    1 publications · 38 citations

    1

    h-index

  2. The Review of Economic Studies

    1 publications · 3.8K citations

    1

    h-index

  3. Quantitative Science Studies

    1 publications · 21 citations

    1

    h-index

  4. arXiv (Cornell University)

    Repository · 1 publications · 18 citations

    1

    h-index

  5. Statistical Methods in Medical Research

    1 publications · 44 citations

    1

    h-index

1–5