Concepedia

Missing Data Impact Assessment

Missing Data Impact Assessment is a methodological procedure within sample size planning that evaluates the extent to which missing data may compromise statistical power, bias estimates, and overall validity of study conclusions.

30

Publications

864

Citations

105

Authors

65

Institutions

Publications per year

2017–2026

9

Parents

Publications

30

Missing Data Handling Methods in Medical Device Clinical Trials

Xu Yan, Shiowjen Lee, Ning Li · Journal of Biopharmaceutical Statistics · 2009 · 104 citations

, , +16

Quantifying the impact of fixed effects modeling of clusters in multiple imputation for cluster randomized trials

Rebecca Andridge · Biometrical Journal · 2011 · 87 citations

, , +16

Impact Analysis of Missing Values on the Prediction Accuracy of Analogy-based Software Effort Estimation Method AQUA

Jingzhou Li, Ahmed Al‐Emran, Guenther Ruhe · 2007 · 60 citations

, , +14

Scoring Omitted and Not-Reached Items: Practical Data Analysis Implications

Larry H. Ludlow, Michael O’Leary · Educational and Psychological Measurement · 1999 · 58 citations

, , +17

Measuring the Impacts of Teachers: Reply

Raj Chetty, John N. Friedman, Jonah E. Rockoff · American Economic Review · 2017 · 51 citations

, , +16

1–5 of 30

Authors

105

  1. CB
    Charles B. Hall

    Albert Einstein College of Medicine, United States

    1 publications · 14 citations

    1

    h-index

  2. AA
    Ahmed Al‐Emran

    University of Calgary, Canada

    1 publications · 60 citations

    1

    h-index

  3. RP
    Ronny Pipes

    The University of Texas Southwestern Medical Center, United States

    1 publications · 16 citations

    1

    h-index

  4. MK
    Mimi Kim

    Albert Einstein College of Medicine, United States

    1 publications · 14 citations

    1

    h-index

  5. MC
    Matthew C. Holtman

    National Board of Medical Examiners, United States

    1 publications · 17 citations

    1

    h-index

1–5 of 105

Institutions

65

  1. Brown University

    Providence, United States

    1 h-index

    1 publications

    51 citations

  2. Indiana University

    Bloomington, United States

    1 h-index

    1 publications

    24 citations

  3. Environmental Law Institute

    Washington D.C., United States

    1 h-index

    1 publications

    16 citations

  4. Leibniz Institute for Science and Mathematics Education

    Kiel, Germany

    1 h-index

    1 publications

    11 citations

  5. University of the West of Scotland

    Paisley, United Kingdom

    1 h-index

    1 publications

    16 citations

  6. St Vincent's Hospital Melbourne

    Melbourne, Australia

    1 h-index

    3 publications

    48 citations

  7. University of Pennsylvania

    Philadelphia, United States

    1 h-index

    8 publications

    240 citations

  8. Columbia University

    New York, United States

    1 h-index

    1 publications

    51 citations

1–8 of 65

Venues

  1. Psychological Methods

    1 publications · 41 citations

    1

    h-index

  2. American Economic Review

    1 publications · 51 citations

    1

    h-index

  3. Journal of Biopharmaceutical Statistics

    JBS · 1 publications · 104 citations

    1

    h-index

  4. 1

    h-index

  5. Policy Sciences

    1 publications · 16 citations

    1

    h-index

1–5