Concepedia

Missing-not-at-random Modeling

Missing-Not-At-Random Modeling is a statistical framework within implicit feedback modeling that specifically accounts for systematic patterns in missing data by assuming that the probability of data being missing depends on unobserved entries, thereby distinguishing it from missing-at-random and missing-completely-at-random mechanisms.

145

Publications

11.3K

Citations

353

Authors

199

Institutions

Publications per year

2017–2026

30

Parents

Publications

145

Deviance information criteria for missing data models

Gilles Celeux, Florence Forbes, Caroline Robert et al. · Bayesian Analysis · 2006 · 899 citations · Full text

, , +13

Dealing With Missing Outcome Data in Randomized Trials and Observational Studies

Rolf H. H. Groenwold, A. Rogier T. Donders, Kit C. B. Roes et al. · American Journal of Epidemiology · 2011 · 401 citations · Full text

, , +13

Analyzing incomplete longitudinal clinical trial data

Geert Molenberghs · Biostatistics · 2004 · 385 citations

, , +16

Adjusting for partially missing baseline measurements in randomized trials

Ian R. White, Simon G. Thompson · Statistics in Medicine · 2004 · 381 citations

, , +17

Analyzing incomplete longitudinal clinical trial data

Geert Molenberghs · Biostatistics · 2004 · 380 citations · Full text

, , +16

1–5 of 145

Authors

353

  1. GM
    Geert Molenberghs

    Hasselt University, Belgium

    13 publications · 1.7K citations

    12

    h-index

  2. MG
    Michael G. Kenward

    London School of Hygiene & Tropical Medicine, United Kingdom

    9 publications · 654 citations

    9

    h-index

  3. CM
    Craig Mallinckrodt

    Eli Lilly (United States), United States

    5 publications · 547 citations

    5

    h-index

  4. GV
    Geert Verbeke

    KU Leuven, Belgium

    5 publications · 289 citations

    5

    h-index

  5. IR
    Ian R. White

    MRC Biostatistics Unit, United Kingdom

    4 publications · 543 citations

    4

    h-index

1–5 of 353

Institutions

199

  1. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    8 h-index

    11 publications

    1K citations

  2. Eli Lilly (United States)

    Indianapolis, United States

    5 h-index

    15 publications

    2.2K citations

  3. KU Leuven

    Leuven, Belgium

    5 h-index

    9 publications

    417 citations

  4. Hasselt University

    Hasselt, Belgium

    5 h-index

    12 publications

    915 citations

  5. Transnational University Limburg

    Diepenbeek, Belgium

    5 h-index

    8 publications

    1.2K citations

  6. The University of Texas at Austin

    Austin, United States

    4 h-index

    4 publications

    360 citations

  7. University of Notre Dame

    Notre Dame, United States

    4 h-index

    7 publications

    195 citations

  8. University of British Columbia

    Vancouver, Canada

    4 h-index

    4 publications

    448 citations

1–8 of 199

Venues

  1. Biometrics

    11 publications · 385 citations

    11

    h-index

  2. Statistics in Medicine

    9 publications · 719 citations

    9

    h-index

  3. Computational Statistics & Data Analysis

    CSDA · 7 publications · 178 citations

    7

    h-index

  4. Structural Equation Modeling A Multidisciplinary Journal

    SEM · 6 publications · 319 citations

    6

    h-index

  5. arXiv (Cornell University)

    Repository · 6 publications · 119 citations

    6

    h-index

1–5