Concepedia

Imputation Validation

Imputation Validation is a methodological framework within data validation that assesses the accuracy and reliability of imputed values by comparing them against known or observed data points to evaluate the performance of missing data imputation techniques.

40

Publications

2.1K

Citations

218

Authors

140

Institutions

Publications per year

2017–2026

19

Parents

Publications

40

Selecting sequence variants to improve genomic predictions for dairy cattle

P.M. VanRaden, M.E. Tooker, Jeffrey R. O’Connell et al. · Genetics Selection Evolution · 2017 · 214 citations · Full text

, , +17

Imputation Rules to Improve the Education Variable in the IAB Employment Subsample

Bernd Fitzenberger, Aderonke Osikominu, Robert Völter · Journal of Contextual Economics – Schmollers Jahrbuch · 2006 · 191 citations · Full text

, , +8

HLA*IMP—an integrated framework for imputing classical HLA alleles from SNP genotypes

Alexander Dilthey, Loukas Moutsianas, Stephen Leslie et al. · Bioinformatics · 2011 · 168 citations · Full text

, , +15

Imputation Rules to Improve the Education Variable in the Iab Employment Subsample

Bernd Fitzenberger, Aderonke Osikominu, Robert Voelter · SSRN Electronic Journal · 2005 · 160 citations · Full text

, , +8

Nonlinear Imputation of Pao 2/Fio 2 From Spo 2/Fio 2 Among Mechanically Ventilated Patients in the ICU: A Prospective, Observational Study

Samuel M. Brown, Abhijit Duggal, Peter C. Hou et al. · Critical Care Medicine · 2017 · 123 citations · Full text

, , +16

1–5 of 40

Authors

218

  1. AO
    Aderonke Osikominu

    University of Hohenheim, Germany

    3 publications · 398 citations

    3

    h-index

  2. BF
    Bernd Fitzenberger

    Centre for European Economic Research, Germany

    3 publications · 398 citations

    3

    h-index

  3. AD
    Alexander Dilthey

    Heinrich Heine University Düsseldorf, Germany

    2 publications · 204 citations

    2

    h-index

  4. GM
    Gil McVean

    University of Oxford, United Kingdom

    2 publications · 204 citations

    2

    h-index

  5. SL
    Stephen Leslie

    The University of Melbourne, Australia

    2 publications · 204 citations

    2

    h-index

1–5 of 218

Institutions

140

  1. University of Washington

    Seattle, United States

    4 h-index

    4 publications

    243 citations

  2. University of Michigan

    Ann Arbor, United States

    3 h-index

    3 publications

    192 citations

  3. University of Edinburgh

    Edinburgh, United Kingdom

    2 h-index

    7 publications

    447 citations

  4. The Ohio State University

    Columbus, United States

    2 h-index

    2 publications

    150 citations

  5. Johns Hopkins University

    Baltimore, United States

    2 h-index

    8 publications

    249 citations

  6. Johns Hopkins Medicine

    Baltimore, United States

    2 h-index

    2 publications

    141 citations

  7. University of California, Irvine

    Irvine, United States

    2 h-index

    4 publications

    153 citations

  8. Goethe University Frankfurt

    Frankfurt am Main, Germany

    2 h-index

    4 publications

    733 citations

1–8 of 140

Venues

  1. Genetics Selection Evolution

    GSE · 2 publications · 292 citations

    2

    h-index

  2. Scientific Reports

    1 publications · 25 citations

    1

    h-index

  3. Procedia Environmental Sciences

    1 publications · 18 citations

    1

    h-index

  4. Tissue Antigens

    1 publications · 65 citations

    1

    h-index

  5. Geospatial health

    1 publications · 34 citations

    1

    h-index

1–5