Concepedia

Ignorable Missingness

Ignorable Missingness is a missingness mechanism in which the probability of data being missing depends only on observed variables, making the missing data process separable from the substantive model under the assumption of parameter distinctness and missing at random.

80

Publications

5.9K

Citations

174

Authors

129

Institutions

Publications per year

2017–2026

17

Parents

Publications

80

Doubly Robust Estimation in Missing Data and Causal Inference Models

Heejung Bang, James M. Robins · Biometrics · 2005 · 2K citations

, , +16

Multiple Imputation for Interval Estimation from Simple Random Samples with Ignorable Nonresponse

Donald B. Rubin, Nathaniel Schenker · Journal of the American Statistical Association · 1986 · 733 citations

, , +16

ACCOUNTING FOR DROPOUT BIAS USING MIXED-EFFECTS MODELS

Craig Mallinckrodt, W. Scott Clark, S.R. David · Journal of Biopharmaceutical Statistics · 2001 · 412 citations

, , +16

Distinguishing “Missing at Random” and “Missing Completely at Random”

Daniel F. Heitjan, Srabashi Basu · The American Statistician · 1996 · 214 citations

, , +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

1–5 of 80

Authors

174

  1. DB
    Donald B. Rubin

    Harvard University, United States

    6 publications · 982 citations

    6

    h-index

  2. JM
    James M. Robins

    Harvard University, United States

    5 publications · 2.2K citations

    5

    h-index

  3. DF
    Daniel F. Heitjan

    University of Pennsylvania, United States

    5 publications · 489 citations

    5

    h-index

  4. SL
    Sik‐Yum Lee

    Chinese University of Hong Kong, Hong Kong SAR China

    4 publications · 143 citations

    4

    h-index

  5. NS
    Nathaniel Schenker

    National Center for Health Statistics, United States

    3 publications · 984 citations

    3

    h-index

1–5 of 174

Institutions

129

  1. Harvard University

    Cambridge, United States

    10 h-index

    10 publications

    3.2K citations

  2. Pennsylvania State University

    State College, United States

    7 h-index

    14 publications

    385 citations

  3. University of Chicago

    Chicago, United States

    4 h-index

    5 publications

    154 citations

  4. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    8 publications

    317 citations

  5. University of Connecticut

    Storrs, United States

    3 h-index

    3 publications

    114 citations

  6. University of Michigan

    Ann Arbor, United States

    3 h-index

    5 publications

    88 citations

  7. National Cancer Institute

    Bethesda, United States

    3 h-index

    3 publications

    62 citations

  8. The University of Texas at Austin

    Austin, United States

    2 h-index

    2 publications

    37 citations

1–8 of 129

Venues

  1. Biometrika

    10 publications · 337 citations

    10

    h-index

  2. Statistics in Medicine

    10 publications · 407 citations

    10

    h-index

  3. Biometrics

    8 publications · 2.2K citations

    8

    h-index

  4. Computational Statistics & Data Analysis

    CSDA · 3 publications · 87 citations

    3

    h-index

  5. Statistical Methods in Medical Research

    3 publications · 57 citations

    3

    h-index

1–5