Concepedia

Monotone Missingness

Monotone Missingness is a pattern of missing data in which the variables can be ordered such that the occurrence of missingness in a given variable implies that all subsequent variables in the sequence are also missing, distinguishing it from other missingness patterns by its sequential and irreversible structure.

29

Publications

1.5K

Citations

64

Authors

51

Institutions

Publications per year

2017–2026

3

Variants

Monotone Missing Data Pattern

Parents

Publications

29

Avoiding bias due to perfect prediction in multiple imputation of incomplete categorical variables

Ian R. White, Rhian Daniel, Patrick Royston · Computational Statistics & Data Analysis · 2010 · 254 citations · Full text

, , +16

Missing data methods for arbitrary missingness with small samples

Daniel McNeish · Journal of Applied Statistics · 2016 · 187 citations · Full text

, , +16

NON-RESPONSE MODELS FOR THE ANALYSIS OF NON-MONOTONE IGNORABLE MISSING DATA

James M. Robins, Richard D. Gill · Statistics in Medicine · 1997 · 154 citations

, , +16

Monotone missing data and pattern‐mixture models

Geert Molenberghs, B. Michiels, Michael G. Kenward et al. · Statistica Neerlandica · 1998 · 130 citations

, , +13

Latent Pattern Mixture Models for Informative Intermittent Missing Data in Longitudinal Studies

Haiqun Lin, Charles E. McCulloch, Robert A. Rosenheck · Biometrics · 2004 · 97 citations

, , +16

1–5 of 29

Authors

64

  1. GM
    Geert Molenberghs

    Hasselt University, Belgium

    3 publications · 204 citations

    3

    h-index

  2. DS
    Donald St. P. Richards

    University of Virginia, United States

    3 publications · 78 citations

    3

    h-index

  3. IJ
    Ivy Jansen

    Hasselt University, Belgium

    2 publications · 74 citations

    2

    h-index

  4. RD
    Richard D. Gill

    Joint European Torus, United Kingdom

    2 publications · 167 citations

    2

    h-index

  5. MG
    Michael G. Kenward

    London School of Hygiene & Tropical Medicine, United Kingdom

    2 publications · 194 citations

    2

    h-index

1–5 of 64

Institutions

51

  1. Harvard University

    Cambridge, United States

    3 h-index

    3 publications

    179 citations

  2. Pennsylvania State University

    State College, United States

    3 h-index

    4 publications

    92 citations

  3. Utrecht University

    Utrecht, The Netherlands

    3 h-index

    3 publications

    354 citations

  4. Transnational University Limburg

    Diepenbeek, Belgium

    2 h-index

    6 publications

    516 citations

  5. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    2 h-index

    2 publications

    318 citations

  6. Washington Department of Fish and Wildlife

    Olympia, United States

    2 h-index

    2 publications

    64 citations

  7. Statistical and Applied Mathematical Sciences Institute

    Durham, United States

    2 h-index

    2 publications

    64 citations

  8. University of Louisiana at Lafayette

    Lafayette, United States

    2 h-index

    3 publications

    84 citations

1–8 of 51

Venues

  1. Journal of Multivariate Analysis

    5 publications · 171 citations

    5

    h-index

  2. Statistics in Medicine

    3 publications · 201 citations

    3

    h-index

  3. Computational Statistics & Data Analysis

    CSDA · 2 publications · 318 citations

    2

    h-index

  4. Biostatistics

    2 publications · 31 citations

    2

    h-index

  5. Biometrics

    2 publications · 142 citations

    2

    h-index

1–5