Concepedia

Imputation Uncertainty Quantification

Imputation Uncertainty Quantification is a methodological framework within missing data imputation that characterizes the reliability of imputed values by modeling the variability and confidence associated with the imputation process.

78

Publications

7.5K

Citations

279

Authors

132

Institutions

Publications per year

2017–2026

27

Parents

Publications

78

Imputing missing standard deviations in meta-analyses can provide accurate results

Toshi A. Furukawa, Corrado Barbui, Andrea Cipriani et al. · Journal of Clinical Epidemiology · 2005 · 1.6K citations

, , +12

Variance imputation for overviews of clinical trials with continuous response

Dean Follmann, Paul Elliott, Il Suh et al. · Journal of Clinical Epidemiology · 1992 · 1.4K citations

, , +14

Multiple imputation with multivariate imputation by chained equation (MICE) package.

Zhongheng Zhang · PubMed · 2016 · 769 citations · Full text

, , +15

ProbABEL package for genome-wide association analysis of imputed data

Yurii S. Aulchenko, Maksim Struchalin, Cornelia M. van Duijn · BMC Bioinformatics · 2010 · 405 citations · Full text

, , +17

Multiple Imputation for Statistical Disclosure Limitation

Trivellore Raghunathan, Jerome P. Reiter, Donald B. Rubin · Journal of Official Statistics · 2003 · 382 citations

, , +11

1–5 of 78

Authors

279

  1. BN
    Bin Nan

    University of Michigan, United States

    2 publications · 36 citations

    2

    h-index

  2. ZL
    Zhaobin Liu

    Dalian Maritime University, China

    2 publications · 42 citations

    2

    h-index

  3. SV
    Stef van Buuren

    Netherlands Organisation for Applied Scientific Research, Netherlands

    2 publications · 146 citations

    2

    h-index

  4. SS
    Satish Sharma

    University of Regina, Canada

    2 publications · 42 citations

    2

    h-index

  5. RJ
    Roderick J. A. Little

    University of Michigan, United States

    2 publications · 36 citations

    2

    h-index

1–5 of 279

Institutions

132

  1. University of Michigan

    Ann Arbor, United States

    3 h-index

    8 publications

    155 citations

  2. University of Regina

    Regina, Canada

    2 h-index

    6 publications

    126 citations

  3. University College London

    London, United Kingdom

    2 h-index

    4 publications

    1.8K citations

  4. Duke University

    Durham, United States

    2 h-index

    2 publications

    206 citations

  5. University of London

    London, United Kingdom

    2 h-index

    2 publications

    2.9K citations

  6. University of California, Los Angeles

    Los Angeles, United States

    2 h-index

    7 publications

    187 citations

  7. Harvard University

    Cambridge, United States

    2 h-index

    8 publications

    473 citations

  8. University of Washington

    Seattle, United States

    2 h-index

    3 publications

    72 citations

1–8 of 132

Venues

  1. Statistics in Medicine

    5 publications · 302 citations

    5

    h-index

  2. BMC Bioinformatics

    2 publications · 430 citations

    2

    h-index

  3. Journal of Clinical Epidemiology

    2 publications · 2.9K citations

    2

    h-index

  4. 2

    h-index

  5. Journal of Hydrology

    2 publications · 40 citations

    2

    h-index

1–5