Concepedia

Informative Censoring

Informative Censoring is a type of missing data mechanism in longitudinal causal inference where the timing or occurrence of censoring is statistically associated with unobserved outcomes or potential confounders, thereby violating the assumption that censoring is independent of the outcome given observed covariates.

158

Publications

13.4K

Citations

546

Authors

291

Institutions

Publications per year

2017–2026

40

Variants

Dependent CensoringNon-ignorable Censoring

Parents

Publications

158

A Structural Approach to Selection Bias

Miguel A. Hernán, Sonia Hernández–Dı́az, James M. Robins · Epidemiology · 2004 · 2.8K citations

, , +16

An introduction to inverse probability of treatment weighting in observational research

Nicholas C Chesnaye, Vianda S Stel, Giovanni Tripepi et al. · Clinical Kidney Journal · 2021 · 889 citations · Full text

, , +17

Estimation and Comparison of Changes in the Presence of Informative Right Censoring by Modeling the Censoring Process

Margaret Wu, Raymond J. Carroll · Biometrics · 1988 · 537 citations

, , +7

The Consistency Statement in Causal Inference

Stephen R. Cole, Constantine Frangakis · Epidemiology · 2008 · 427 citations

, , +12

SIMULTANEOUSLY MODELLING CENSORED SURVIVAL DATA AND REPEATEDLY MEASURED COVARIATES: A GIBBS SAMPLING APPROACH

Cheryl L. Faucett, Duncan C. Thomas · Statistics in Medicine · 1996 · 402 citations

, , +16

1–5 of 158

Authors

546

  1. JS
    Jianguo Sun

    University of Missouri, United States

    7 publications · 194 citations

    7

    h-index

  2. MW
    Margaret Wu

    National Heart Lung and Blood Institute, United States

    6 publications · 1.2K citations

    6

    h-index

  3. JM
    James M. Robins

    Harvard University, United States

    5 publications · 2.9K citations

    5

    h-index

  4. FS
    Fotios Siannis

    MRC Biostatistics Unit, United Kingdom

    4 publications · 165 citations

    4

    h-index

  5. JN
    Jing Ning

    The University of Texas MD Anderson Cancer Center, United States

    3 publications · 184 citations

    3

    h-index

1–5 of 546

Institutions

291

  1. Harvard University

    Cambridge, United States

    11 h-index

    22 publications

    6.7K citations

  2. Johns Hopkins University

    Baltimore, United States

    10 h-index

    18 publications

    2.4K citations

  3. National Heart Lung and Blood Institute

    Bethesda, United States

    7 h-index

    13 publications

    1.7K citations

  4. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    7 h-index

    22 publications

    1.1K citations

  5. University of California, San Francisco

    San Francisco, United States

    7 h-index

    9 publications

    208 citations

  6. University of Missouri

    Columbia, United States

    7 h-index

    9 publications

    358 citations

  7. Cancer Research And Biostatistics

    Seattle, United States

    6 h-index

    12 publications

    1K citations

  8. University of Michigan

    Ann Arbor, United States

    6 h-index

    9 publications

    301 citations

1–8 of 291

Venues

  1. Biometrics

    20 publications · 2.3K citations

    19

    h-index

  2. Statistics in Medicine

    25 publications · 1.9K citations

    18

    h-index

  3. 8

    h-index

  4. Biometrika

    7 publications · 587 citations

    7

    h-index

  5. Biostatistics

    7 publications · 237 citations

    7

    h-index

1–5