Concepedia

Imputation Error Analysis

Imputation Error Analysis is a methodological framework within genotype imputation studies that systematically evaluates the accuracy and sources of discrepancies between imputed and true genotypes to assess the reliability of imputation results.

118

Publications

17.2K

Citations

619

Authors

283

Institutions

Publications per year

2017–2026

37

Parents

Publications

118

MissForest—non-parametric missing value imputation for mixed-type data

Daniel J. Stekhoven, Peter Bühlmann · Bioinformatics · 2011 · 6.1K citations · Full text

, , +16

A new multipoint method for genome-wide association studies by imputation of genotypes

Jonathan Marchini, Bryan Howie, Simon Myers et al. · Nature Genetics · 2007 · 2.7K 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

Comparison of imputation methods for missing laboratory data in medicine

Akbar K. Waljee, Ashin Mukherjee, Amit G. Singal et al. · BMJ Open · 2013 · 500 citations · Full text

, , +15

Imputation of missing data in life‐history trait datasets: which approach performs the best?

Caterina Penone, Ana D. Davidson, Kevin T. Shoemaker et al. · Methods in Ecology and Evolution · 2014 · 462 citations · Full text

, , +12

1–5 of 118

Authors

619

  1. TD
    Tom Druet

    University of Liège, Belgium

    3 publications · 345 citations

    3

    h-index

  2. MS
    Mehdi Sargolzaei

    University of Guelph, Canada

    3 publications · 95 citations

    3

    h-index

  3. MS
    Mogens Sandø Lund

    Aarhus University, Denmark

    3 publications · 115 citations

    3

    h-index

  4. MC
    M.P.L. Calus

    Wageningen University & Research, Netherlands

    3 publications · 166 citations

    3

    h-index

  5. BJ
    Ben J. Hayes

    The University of Queensland, Australia

    3 publications · 358 citations

    3

    h-index

1–5 of 619

Institutions

283

  1. National Institutes of Health

    Bethesda, United States

    5 h-index

    18 publications

    2.2K citations

  2. University of Michigan

    Ann Arbor, United States

    5 h-index

    18 publications

    5.2K citations

  3. Massachusetts General Hospital

    Boston, United States

    5 h-index

    14 publications

    828 citations

  4. Broad Institute

    Cambridge, United States

    5 h-index

    15 publications

    518 citations

  5. Johns Hopkins University

    Baltimore, United States

    4 h-index

    15 publications

    807 citations

  6. Aarhus University

    Aarhus, Denmark

    4 h-index

    11 publications

    461 citations

  7. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    19 publications

    1.9K citations

  8. University of Wisconsin–Madison

    Madison, United States

    4 h-index

    6 publications

    104 citations

1–8 of 283

Venues

  1. Journal of Dairy Science

    JDS · 9 publications · 401 citations

    9

    h-index

  2. PLoS ONE

    5 publications · 300 citations

    5

    h-index

  3. BMC Genetics

    4 publications · 68 citations

    4

    h-index

  4. Bioinformatics

    4 publications · 6.4K citations

    4

    h-index

  5. Genetics Selection Evolution

    GSE · 3 publications · 216 citations

    3

    h-index

1–5