Concepedia

Missing Completely At Random

Missing Completely At Random is a missingness mechanism in which the probability of missing data is independent of both observed and unobserved variables, implying that the missing values occur entirely at random with no systematic pattern.

145

Publications

28.4K

Citations

278

Authors

178

Institutions

Publications per year

2017–2026

35

Parents

Publications

145

Inference and missing data

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

, , +17

A Test of Missing Completely at Random for Multivariate Data with Missing Values

Roderick J. A. Little · Journal of the American Statistical Association · 1988 · 8.3K citations

, , +16

Inference and Missing Data

Donald B. Rubin · Biometrika · 1976 · 939 citations

, , +17

A Test of Missing Completely at Random for Multivariate Data with Missing Values

Roderick J. A. Little · Journal of the American Statistical Association · 1988 · 938 citations

, , +16

On Structural Equation Modeling with Data that are not Missing Completely at Random

Bengt Muthén, David M. Kaplan, Michael Hollis · Psychometrika · 1987 · 889 citations

, , +10

1–5 of 145

Authors

278

  1. GM
    Geert Molenberghs

    Hasselt University, Belgium

    6 publications · 329 citations

    6

    h-index

  2. MG
    Michael G. Kenward

    London School of Hygiene & Tropical Medicine, United Kingdom

    6 publications · 453 citations

    6

    h-index

  3. QW
    Qihua Wang

    Academy of Mathematics and Systems Science, China

    4 publications · 186 citations

    4

    h-index

  4. BM
    Bart Michiels

    KU Leuven, Belgium

    3 publications · 100 citations

    3

    h-index

  5. ZS
    Zhihua Sun

    Shanghai University of Engineering Science, China

    3 publications · 149 citations

    3

    h-index

1–5 of 278

Institutions

178

  1. University of California, Los Angeles

    Los Angeles, United States

    5 h-index

    9 publications

    12K citations

  2. KU Leuven

    Leuven, Belgium

    4 h-index

    10 publications

    260 citations

  3. University of Hong Kong

    Pok Fu Lam, Hong Kong

    4 h-index

    4 publications

    186 citations

  4. Harvard University

    Cambridge, United States

    4 h-index

    9 publications

    607 citations

  5. Academy of Mathematics and Systems Science

    Beijing, China

    4 h-index

    8 publications

    380 citations

  6. Transnational University Limburg

    Diepenbeek, Belgium

    3 h-index

    5 publications

    391 citations

  7. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    3 h-index

    4 publications

    223 citations

  8. University of California, Berkeley

    Berkeley, United States

    3 h-index

    4 publications

    180 citations

1–8 of 178

Venues

  1. Journal of the American Statistical Association

    9 publications · 9.4K citations

    9

    h-index

  2. Biometrika

    7 publications · 11.1K citations

    8

    h-index

  3. Statistics in Medicine

    6 publications · 155 citations

    6

    h-index

  4. Biometrics

    3 publications · 397 citations

    4

    h-index

  5. The American Statistician

    4 publications · 324 citations

    4

    h-index

1–5