Concepedia

Double Robust Estimation

Double Robust Estimation is a semiparametric estimation method that combines models for both the outcome and the treatment assignment mechanism such that the estimator remains consistent if either model is correctly specified, but not necessarily both.

97

Publications

7.3K

Citations

188

Authors

122

Institutions

Publications per year

2017–2026

43

Variants

Doubly Robust Estimation

Parents

Publications

97

Doubly Robust Estimation of Causal Effects

Michele Jönsson Funk, Daniel Westreich, Chris Wiesen et al. · American Journal of Epidemiology · 2011 · 1.1K citations · Full text

, , +16

Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data (with discussion)

Joseph Kang, Joseph L. Schafer · Statistical Science · 2007 · 374 citations

, , +16

An Introduction to the Augmented Inverse Propensity Weighted Estimator

Adam Glynn, Kevin M. Quinn · Political Analysis · 2009 · 373 citations

, , +17

Comment: Performance of Double-Robust Estimators When “Inverse Probability” Weights Are Highly Variable

James M. Robins, Mariela Sued, Quanhong Lei-Gomez et al. · 2010 · 368 citations

, , +8

A Weighting Analogue to Pair Matching in Propensity Score Analysis

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

, , +16

1–5 of 97

Authors

188

  1. MJ
    Mark J. van der Laan

    University of California, Berkeley, United States

    13 publications · 774 citations

    13

    h-index

  2. SV
    Stijn Vansteelandt

    Ghent University, Belgium

    6 publications · 179 citations

    6

    h-index

  3. SG
    Susan Gruber

    Harvard University, United States

    5 publications · 393 citations

    5

    h-index

  4. JM
    James M. Robins

    Harvard University, United States

    4 publications · 627 citations

    4

    h-index

  5. AR
    Andrea Rotnitzky

    Harvard University, United States

    4 publications · 654 citations

    4

    h-index

1–5 of 188

Institutions

122

  1. University of California, Berkeley

    Berkeley, United States

    18 h-index

    45 publications

    2.8K citations

  2. Harvard University

    Cambridge, United States

    11 h-index

    18 publications

    2.4K citations

  3. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    6 h-index

    12 publications

    426 citations

  4. Harvard University Press

    Cambridge, United States

    5 h-index

    5 publications

    565 citations

  5. McGill University

    Montreal, Canada

    5 h-index

    12 publications

    416 citations

  6. Cancer Research And Biostatistics

    Seattle, United States

    5 h-index

    9 publications

    369 citations

  7. Ghent University

    Ghent, Belgium

    4 h-index

    5 publications

    182 citations

  8. North Carolina State University

    Raleigh, United States

    4 h-index

    5 publications

    1.3K citations

1–8 of 122

Venues

  1. Biometrika

    7 publications · 891 citations

    7

    h-index

  2. Biometrics

    7 publications · 170 citations

    7

    h-index

  3. The International Journal of Biostatistics

    6 publications · 837 citations

    6

    h-index

  4. Statistical Science

    6 publications · 872 citations

    6

    h-index

  5. arXiv (Cornell University)

    Repository · 5 publications · 90 citations

    5

    h-index

1–5