Concepedia

Missing Data Impact Analysis

Missing Data Impact Analysis is a methodological framework within the domain of Sample Ratio Mismatch Detection that systematically evaluates the extent to which missing data distorts observed sample ratios and biases inferential outcomes in experimental studies.

74

Publications

6.7K

Citations

274

Authors

197

Institutions

Publications per year

2017–2026

21

Parents

Publications

74

Assessing dissimilarity relations under missing data conditions: Evidence from computer simulations.

Natalie J. Allen, David Stanley, Helen Williams et al. · Journal of Applied Psychology · 2007 · 2K citations

, , +17

The poor availability of psychological research data for reanalysis.

Jelte M. Wicherts, Denny Borsboom, Judith Kats et al. · American Psychologist · 2006 · 572 citations

, , +15

Differential dropout and bias in randomised controlled trials: when it matters and when it may not

Melanie L. Bell, Michael G. Kenward, Diane L. Fairclough et al. · BMJ · 2013 · 459 citations · Full text

, , +17

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

Missing Data: A Special Challenge in Aging Research

Susan Hardy, Heather Allore, Stephanie A. Studenski · Journal of the American Geriatrics Society · 2009 · 199 citations · Full text

, , +15

1–5 of 74

Authors

274

  1. RP
    Ryan P. McLynn

    Yale University, United States

    2 publications · 87 citations

    2

    h-index

  2. DD
    Daniel D. Bohl

    Rush University Medical Center, United States

    2 publications · 87 citations

    2

    h-index

  3. AM
    Adam M. Lukasiewicz

    Yale University, United States

    2 publications · 87 citations

    2

    h-index

  4. AM
    Andre M. Samuel

    Yale University, United States

    2 publications · 87 citations

    2

    h-index

  5. JN
    Jonathan N. Grauer

    Yale University, United States

    2 publications · 87 citations

    2

    h-index

1–5 of 274

Institutions

197

  1. University of Pennsylvania

    Philadelphia, United States

    4 h-index

    12 publications

    507 citations

  2. The University of Texas Southwestern Medical Center

    Dallas, United States

    4 h-index

    12 publications

    292 citations

  3. Yale University

    New Haven, United States

    4 h-index

    11 publications

    947 citations

  4. Johns Hopkins University

    Baltimore, United States

    3 h-index

    5 publications

    143 citations

  5. United States Food and Drug Administration

    Silver Spring, United States

    3 h-index

    8 publications

    727 citations

  6. University of London

    London, United Kingdom

    3 h-index

    3 publications

    586 citations

  7. The University of Melbourne

    Melbourne, Australia

    3 h-index

    5 publications

    114 citations

  8. University of Amsterdam

    Amsterdam, The Netherlands

    2 h-index

    2 publications

    623 citations

1–8 of 197

Venues

  1. Statistics in Medicine

    5 publications · 395 citations

    5

    h-index

  2. Pharmaceutical Statistics

    2 publications · 27 citations

    2

    h-index

  3. BMJ Open

    2 publications · 84 citations

    2

    h-index

  4. BMJ

    2 publications · 510 citations

    2

    h-index

  5. Biometrical Journal

    2 publications · 100 citations

    2

    h-index

1–5