Concepedia

Missing At Random

Missing At Random is a missing data mechanism in which the probability that data are missing depends only on the observed data and not on the unobserved data, given the observed values.

237

Publications

42.8K

Citations

534

Authors

311

Institutions

Publications per year

2017–2026

58

Parents

Publications

237

Missing data: Our view of the state of the art.

Joseph L. Schafer, J. A. Graham · Psychological Methods · 2002 · 10.9K citations

, , +17

Inference and missing data

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

, , +17

Statistical Analysis with Missing Data.

Chris Chatfield, Roderick J. A. Little, Donald B. Rubin · Journal of the Royal Statistical Society Series A (Statistics in Society) · 1988 · 2.2K citations

, , +14

The Prevention and Treatment of Missing Data in Clinical Trials

Roderick J. A. Little, Ralph B. D’Agostino, Michael L. Cohen et al. · New England Journal of Medicine · 2012 · 1.9K citations · Full text

, , +15

Multiple Imputation by Chained Equations (MICE): Implementation in<i>Stata</i>

Patrick Royston, Ian R. White · Journal of Statistical Software · 2011 · 1.2K citations · Full text

, , +15

1–5 of 237

Authors

534

  1. DB
    Donald B. Rubin

    Harvard University, United States

    9 publications · 13.3K citations

    9

    h-index

  2. GM
    Geert Molenberghs

    Hasselt University, Belgium

    7 publications · 3.1K citations

    7

    h-index

  3. QW
    Qihua Wang

    Academy of Mathematics and Systems Science, China

    6 publications · 188 citations

    6

    h-index

  4. RJ
    Roderick J. A. Little

    University of Michigan, United States

    6 publications · 4.3K citations

    6

    h-index

  5. JM
    James M. Robins

    Harvard University, United States

    4 publications · 337 citations

    4

    h-index

1–5 of 534

Institutions

311

  1. Harvard University

    Cambridge, United States

    14 h-index

    24 publications

    1.4K citations

  2. Academy of Mathematics and Systems Science

    Beijing, China

    8 h-index

    11 publications

    340 citations

  3. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    6 h-index

    10 publications

    1.4K citations

  4. University of California, Los Angeles

    Los Angeles, United States

    6 h-index

    10 publications

    228 citations

  5. University of Washington

    Seattle, United States

    5 h-index

    6 publications

    2K citations

  6. University College London

    London, United Kingdom

    5 h-index

    5 publications

    202 citations

  7. MRC Biostatistics Unit

    Cambridge, United Kingdom

    5 h-index

    15 publications

    1.2K citations

  8. National Cancer Institute

    Bethesda, United States

    5 h-index

    9 publications

    326 citations

1–8 of 311

Venues

  1. Statistics in Medicine

    13 publications · 702 citations

    13

    h-index

  2. Journal of the American Statistical Association

    15 publications · 1.2K citations

    12

    h-index

  3. Statistical Methods in Medical Research

    9 publications · 583 citations

    9

    h-index

  4. Biometrics

    8 publications · 770 citations

    8

    h-index

  5. Psychological Methods

    7 publications · 13.3K citations

    7

    h-index

1–5