Concepedia

Missing At Random Assumption

The Missing At Random Assumption is a statistical assumption that classifies the missingness mechanism by stipulating that, conditional on the observed data, the probability of missing values depends only on fully observed variables and not on the unobserved data.

137

Publications

9.3K

Citations

325

Authors

191

Institutions

Publications per year

2017–2026

33

Variants

Mar Assumption

Parents

Publications

137

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

Bias and efficiency of multiple imputation compared with complete‐case analysis for missing covariate values

Ian R. White, John B. Carlin · Statistics in Medicine · 2010 · 754 citations

, , +15

Little's Test of Missing Completely at Random

Cheng Li · The Stata Journal Promoting communications on statistics and Stata · 2013 · 599 citations · Full text

, , +16

Nonparametric Analysis of Randomized Experiments with Missing Covariate and Outcome Data

Joël L. Horowitz, Charles F. Manski · Journal of the American Statistical Association · 2000 · 425 citations

, , +17

An Approximate Generalized Linear Model with Random Effects for Informative Missing Data

Dean Follmann, Margaret Wu · Biometrics · 1995 · 296 citations

, , +16

1–5 of 137

Authors

325

  1. IR
    Ian R. White

    MRC Biostatistics Unit, United Kingdom

    9 publications · 2.3K citations

    9

    h-index

  2. JR
    James R. Carpenter

    London School of Hygiene & Tropical Medicine, United Kingdom

    6 publications · 289 citations

    6

    h-index

  3. MG
    Michael G. Kenward

    London School of Hygiene & Tropical Medicine, United Kingdom

    4 publications · 263 citations

    4

    h-index

  4. GM
    Geert Molenberghs

    Hasselt University, Belgium

    4 publications · 252 citations

    4

    h-index

  5. DA
    David Arterburn

    Kaiser Permanente Washington Health Research Institute, United States

    3 publications · 179 citations

    3

    h-index

1–5 of 325

Institutions

191

  1. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    12 h-index

    23 publications

    1.5K citations

  2. Harvard University

    Cambridge, United States

    10 h-index

    18 publications

    1.1K citations

  3. University College London

    London, United Kingdom

    9 h-index

    22 publications

    1.6K citations

  4. MRC Biostatistics Unit

    Cambridge, United Kingdom

    9 h-index

    17 publications

    1.5K citations

  5. MRC Clinical Trials Unit at UCL

    London, United Kingdom

    6 h-index

    8 publications

    360 citations

  6. University of Bristol

    Bristol, United Kingdom

    5 h-index

    8 publications

    445 citations

  7. University of Oxford

    Oxford, United Kingdom

    4 h-index

    5 publications

    263 citations

  8. Iowa State University

    Ames, United States

    3 h-index

    4 publications

    212 citations

1–8 of 191

Venues

  1. Statistics in Medicine

    13 publications · 1.4K citations

    12

    h-index

  2. Biometrics

    9 publications · 676 citations

    9

    h-index

  3. 9

    h-index

  4. Statistical Methods in Medical Research

    8 publications · 551 citations

    8

    h-index

  5. Biometrika

    8 publications · 341 citations

    8

    h-index

1–5