Concepedia

Missing Not At Random

Missing Not At Random is a missingness mechanism in which the probability that data are unobserved depends on the unobserved values themselves, even after conditioning on observed data.

85

Publications

15.1K

Citations

201

Authors

128

Institutions

Publications per year

2017–2026

33

Parents

Publications

85

Inference and missing data

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

, , +17

Inference and Missing Data

Donald B. Rubin · Biometrika · 1976 · 939 citations

, , +17

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

Addressing complications of intention-to-treat analysis in the combined presence of all-or-none treatment-noncompliance and subsequent missing outcomes

Constantine Frangakis · Biometrika · 1999 · 399 citations

, , +16

Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback

Yuta Saito, Suguru Yaginuma, Yuta Nishino et al. · 2020 · 288 citations

, , +15

1–5 of 85

Authors

201

  1. GM
    Geert Molenberghs

    Hasselt University, Belgium

    7 publications · 606 citations

    7

    h-index

  2. MG
    Michael G. Kenward

    London School of Hygiene & Tropical Medicine, United Kingdom

    7 publications · 606 citations

    7

    h-index

  3. GV
    Geert Verbeke

    KU Leuven, Belgium

    4 publications · 233 citations

    4

    h-index

  4. DB
    Donald B. Rubin

    Harvard University, United States

    4 publications · 10.7K citations

    4

    h-index

  5. EJ
    Eric J. Tchetgen Tchetgen

    Harvard University, United States

    3 publications · 141 citations

    3

    h-index

1–5 of 201

Institutions

128

  1. Harvard University

    Cambridge, United States

    7 h-index

    12 publications

    565 citations

  2. London School of Hygiene & Tropical Medicine

    London, United Kingdom

    6 h-index

    10 publications

    938 citations

  3. KU Leuven

    Leuven, Belgium

    5 h-index

    12 publications

    515 citations

  4. Peking University

    Beijing, China

    3 h-index

    4 publications

    188 citations

  5. Johns Hopkins University

    Baltimore, United States

    3 h-index

    4 publications

    90 citations

  6. Educational Testing Service

    Princeton, United States

    3 h-index

    3 publications

    10.7K citations

  7. Sorbonne Université

    Paris, France

    3 h-index

    6 publications

    291 citations

  8. Harvard University Press

    Cambridge, United States

    3 h-index

    4 publications

    492 citations

1–8 of 128

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 132 citations

    7

    h-index

  2. Statistics in Medicine

    6 publications · 224 citations

    6

    h-index

  3. Biometrika

    6 publications · 11.1K citations

    6

    h-index

  4. American Journal of Epidemiology

    AJE · 3 publications · 494 citations

    3

    h-index

  5. 3

    h-index

1–5