Concepedia

Missing Data Patterns

Missing Data Patterns is a methodological construct that identifies and classifies the systematic arrangements or configurations in which data values are absent across variables and observations in a dataset, distinguishing it from general data incompleteness by focusing on the structural regularity of omissions.

407

Publications

61.2K

Citations

1.4K

Authors

620

Institutions

Publications per year

2017–2026

109

Parents

Publications

407

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

Identifying careless responses in survey data.

Adam W. Meade, S. Bartholomew Craig · Psychological Methods · 2012 · 3.6K citations

, , +13

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

Statistical Analysis with Missing Data

Roderick J. A. Little, Donald B. Rubin · Population · 1988 · 2.1K citations

, , +12

1–5 of 407

Authors

1.4K

  1. RJ
    Roderick J. A. Little

    University of Michigan, United States

    15 publications · 26.7K citations

    15

    h-index

  2. GM
    Geert Molenberghs

    Hasselt University, Belgium

    7 publications · 200 citations

    7

    h-index

  3. DB
    Donald B. Rubin

    Harvard University, United States

    5 publications · 23.1K citations

    5

    h-index

  4. JR
    James R. Carpenter

    London School of Hygiene & Tropical Medicine, United Kingdom

    4 publications · 350 citations

    4

    h-index

  5. MG
    Michael G. Kenward

    London School of Hygiene & Tropical Medicine, United Kingdom

    3 publications · 124 citations

    3

    h-index

1–5 of 1.4K

Institutions

620

  1. Harvard University

    Cambridge, United States

    11 h-index

    33 publications

    1.2K citations

  2. University of Michigan

    Ann Arbor, United States

    8 h-index

    15 publications

    1.4K citations

  3. University of California, Los Angeles

    Los Angeles, United States

    8 h-index

    11 publications

    2.3K citations

  4. Johns Hopkins University

    Baltimore, United States

    8 h-index

    17 publications

    573 citations

  5. Yale University

    New Haven, United States

    6 h-index

    15 publications

    1.4K citations

  6. University of Cambridge

    Cambridge, United Kingdom

    6 h-index

    14 publications

    441 citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    12 publications

    534 citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    8 publications

    3.5K citations

1–8 of 620

Venues

  1. Journal of the American Statistical Association

    18 publications · 21.8K citations

    16

    h-index

  2. PubMed

    Repository · 9 publications · 236 citations

    9

    h-index

  3. Expert Systems with Applications

    7 publications · 351 citations

    7

    h-index

  4. Biometrics

    8 publications · 724 citations

    7

    h-index

  5. Statistics in Medicine

    7 publications · 252 citations

    7

    h-index

1–5