Concepedia

Missing At Random Mechanisms

Missing At Random Mechanisms is a probabilistic missingness mechanism in which the likelihood of missing data depends only on observed variables and not on unobserved data, distinguishing it from missing completely at random and missing not at random mechanisms by allowing systematic missingness conditional on available information.

70

Publications

4.4K

Citations

184

Authors

138

Institutions

Publications per year

2017–2026

28

Parents

Publications

70

Should multiple imputation be the method of choice for handling missing data in randomized trials?

Thomas Sullivan, Ian R. White, Amy Salter et al. · Statistical Methods in Medical Research · 2016 · 307 citations · Full text

, , +16

What is the difference between missing completely at random and missing at random?

Krishnan Bhaskaran, Liam Smeeth · International Journal of Epidemiology · 2014 · 298 citations · Full text

, , +17

Missing not at random models for latent growth curve analyses.

Craig K. Enders · Psychological Methods · 2011 · 256 citations

, , +17

Principled Approaches to Missing Data in Epidemiologic Studies

Neil J. Perkins, Stephen R. Cole, Ofer Harel et al. · American Journal of Epidemiology · 2017 · 251 citations · Full text

, , +14

From predictive methods to missing data imputation: an optimization approach

Dimitris Bertsimas, Colin Pawlowski, Ying Daisy Zhuo · DSpace@MIT (Massachusetts Institute of Technology) · 2017 · 201 citations · Full text

, , +15

1–5 of 70

Authors

184

  1. GM
    Geert Molenberghs

    Hasselt University, Belgium

    5 publications · 388 citations

    5

    h-index

  2. IR
    Ian R. White

    MRC Biostatistics Unit, United Kingdom

    4 publications · 490 citations

    4

    h-index

  3. JR
    James R. Carpenter

    London School of Hygiene & Tropical Medicine, United Kingdom

    4 publications · 180 citations

    4

    h-index

  4. EJ
    Eric J. Tchetgen Tchetgen

    Harvard University, United States

    3 publications · 380 citations

    3

    h-index

  5. KJ
    Katherine J. Lee

    Murdoch Children's Research Institute, Australia

    3 publications · 458 citations

    3

    h-index

1–5 of 184

Institutions

138

  1. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    10 h-index

    16 publications

    1.3K citations

  2. Harvard University

    Cambridge, United States

    8 h-index

    15 publications

    947 citations

  3. MRC Clinical Trials Unit at UCL

    London, United Kingdom

    5 h-index

    6 publications

    267 citations

  4. Michigan State University

    East Lansing, United States

    4 h-index

    4 publications

    96 citations

  5. University College London

    London, United Kingdom

    4 h-index

    7 publications

    231 citations

  6. Murdoch Children's Research Institute

    Melbourne, Australia

    3 h-index

    5 publications

    626 citations

  7. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    3 h-index

    3 publications

    335 citations

  8. Université Paris Cité

    Paris, France

    3 h-index

    9 publications

    495 citations

1–8 of 138

Venues

  1. Biometrics

    5 publications · 266 citations

    5

    h-index

  2. 5

    h-index

  3. BMC Medical Research Methodology

    5 publications · 254 citations

    5

    h-index

  4. American Journal of Epidemiology

    AJE · 4 publications · 458 citations

    4

    h-index

  5. Biostatistics

    4 publications · 207 citations

    4

    h-index

1–5