Concepedia

Weighted Estimating Equations

Weighted Estimating Equations is a statistical method for parameter estimation in the presence of missing data, in which observation-specific weights are incorporated into estimating equations to account for unequal probabilities of missingness, thereby yielding consistent and asymptotically normal estimators under misspecified or correct models.

89

Publications

10.2K

Citations

167

Authors

104

Institutions

Publications per year

2017–2026

8

Variants

Wee

Parents

Publications

89

Estimation of Regression Coefficients When Some Regressors are not Always Observed

James M. Robins, Andrea Rotnitzky, Lue Ping Zhao · Journal of the American Statistical Association · 1994 · 2.7K citations

, , +17

Semiparametric least squares (SLS) and weighted SLS estimation of single-index models

Hidehiko Ichimura · Journal of Econometrics · 1993 · 1.2K citations

, , +11

Inverse probability weighted estimation for general missing data problems

Jeffrey M. Wooldridge · Journal of Econometrics · 2007 · 1K citations

, , +11

Missing-Data Methods for Generalized Linear Models

Joseph G. Ibrahim, Ming‐Hui Chen, Stuart R. Lipsitz et al. · Journal of the American Statistical Association · 2005 · 471 citations

, , +16

Improved weighting methods, deterministic and stochastic data-driven models for estimation of missing precipitation records

Ramesh S. V. Teegavarapu, Venkatraman Chandra‐Mouli · Journal of Hydrology · 2005 · 366 citations

, , +12

1–5 of 89

Authors

167

  1. SR
    Stuart R. Lipsitz

    Brigham and Women's Hospital, United States

    7 publications · 832 citations

    7

    h-index

  2. LP
    Lue Ping Zhao

    Fred Hutch Cancer Center, United States

    5 publications · 3.4K citations

    5

    h-index

  3. JG
    Joseph G. Ibrahim

    University of North Carolina at Chapel Hill, United States

    4 publications · 629 citations

    4

    h-index

  4. BG
    Bruce G. Lindsay

    Pennsylvania State University, United States

    4 publications · 243 citations

    4

    h-index

  5. AB
    Ayanendranath Basu

    Indian Statistical Institute, India

    3 publications · 164 citations

    3

    h-index

1–5 of 167

Institutions

104

  1. Fred Hutch Cancer Center

    Seattle, United States

    7 h-index

    7 publications

    3.4K citations

  2. Dana-Farber Cancer Institute

    Boston, United States

    5 h-index

    5 publications

    299 citations

  3. Harvard University

    Cambridge, United States

    5 h-index

    8 publications

    6.3K citations

  4. Columbia University

    New York, United States

    4 h-index

    4 publications

    276 citations

  5. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    4 h-index

    8 publications

    2.1K citations

  6. Pennsylvania State University

    State College, United States

    4 h-index

    4 publications

    243 citations

  7. Indian Statistical Institute

    Kolkata, India

    3 h-index

    3 publications

    164 citations

  8. Medical University of South Carolina

    Charleston, United States

    3 h-index

    3 publications

    158 citations

1–8 of 104

Venues

  1. Biometrics

    12 publications · 352 citations

    11

    h-index

  2. Journal of the American Statistical Association

    10 publications · 3.9K citations

    10

    h-index

  3. Statistics in Medicine

    7 publications · 452 citations

    7

    h-index

  4. Computational Statistics & Data Analysis

    CSDA · 4 publications · 158 citations

    4

    h-index

  5. Biometrika

    4 publications · 178 citations

    4

    h-index

1–5