Concepedia

Missingness Mechanisms

Missingness Mechanisms is a theoretical framework that categorizes the underlying processes governing the absence of data points in a dataset according to the nature of their dependency on observed and unobserved variables.

735

Publications

96.1K

Citations

1.7K

Authors

833

Institutions

Publications per year

2017–2026

222

Variants

Missing Data Mechanisms

Parents

Publications

735

Statistical Analysis With Missing Data

Maureen Lahiff, Roderick J. A. Little, Donald B. Rubin · Journal of the American Statistical Association · 1989 · 17.5K citations

, , +12

Inference and missing data

Donald B. Rubin · Biometrika · 1976 · 9.7K citations

, , +17

Analysis of Incomplete Multivariate Data

David E. Booth, Joseph L. Schafer · Technometrics · 2000 · 5.7K citations

, , +15

Statistical Analysis with Missing Data

Subir Ghosh, Roderick J. A. Little, Donald B. Rubin · Technometrics · 1988 · 3.1K citations

, , +12

Statistical Analysis With Missing Data

Nicole A. Lazar · Technometrics · 2003 · 2.5K citations

, , +12

1–5 of 735

Authors

1.7K

  1. MG
    Michael G. Kenward

    London School of Hygiene & Tropical Medicine, United Kingdom

    17 publications · 1.3K citations

    16

    h-index

  2. GM
    Geert Molenberghs

    Hasselt University, Belgium

    21 publications · 1.3K citations

    16

    h-index

  3. DB
    Donald B. Rubin

    Harvard University, United States

    15 publications · 34.1K citations

    13

    h-index

  4. RJ
    Roderick J. A. Little

    University of Michigan, United States

    14 publications · 23.8K citations

    13

    h-index

  5. JG
    Joseph G. Ibrahim

    University of North Carolina at Chapel Hill, United States

    11 publications · 905 citations

    11

    h-index

1–5 of 1.7K

Institutions

833

  1. Harvard University

    Cambridge, United States

    22 h-index

    56 publications

    5K citations

  2. University of Michigan

    Ann Arbor, United States

    16 h-index

    36 publications

    1.4K citations

  3. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    15 h-index

    31 publications

    4.1K citations

  4. Pennsylvania State University

    State College, United States

    15 h-index

    23 publications

    7.5K citations

  5. University of California, Los Angeles

    Los Angeles, United States

    13 h-index

    23 publications

    1.1K citations

  6. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    12 h-index

    21 publications

    709 citations

  7. University of Notre Dame

    Notre Dame, United States

    12 h-index

    18 publications

    693 citations

  8. University of California, Berkeley

    Berkeley, United States

    12 h-index

    16 publications

    1.2K citations

1–8 of 833

Venues

  1. Journal of the American Statistical Association

    34 publications · 20K citations

    24

    h-index

  2. Statistics in Medicine

    50 publications · 3K citations

    24

    h-index

  3. Biometrics

    30 publications · 3.2K citations

    22

    h-index

  4. Biometrika

    20 publications · 11.9K citations

    15

    h-index

  5. Computational Statistics & Data Analysis

    CSDA · 15 publications · 347 citations

    13

    h-index

1–5