Concepedia

Rank Normalization

Rank Normalization is a data preprocessing method that transforms omics measurements by replacing raw values with their rank-ordered positions within samples, followed by normalization to a standard distribution, thereby reducing technical variability and improving comparability across datasets while preserving relative expression patterns.

58

Publications

13.1K

Citations

163

Authors

85

Institutions

Publications per year

2017–2026

13

Variants

Rank-based Normalization

Parents

Publications

58

The Use of Ranks to Avoid the Assumption of Normality Implicit in the Analysis of Variance

Milton Friedman · Journal of the American Statistical Association · 1937 · 5K citations

, , +7

The Use of Ranks to Avoid the Assumption of Normality Implicit in the Analysis of Variance

Milton Friedman · Journal of the American Statistical Association · 1937 · 3.9K citations

, , +7

A Two-Step Approach for Transforming Continuous Variables to Normal: Implications and Recommendations for IS Research

Gary F. Templeton · Communications of the Association for Information Systems · 2011 · 692 citations · Full text

, , +16

Normalization Approaches for Removing Systematic Biases Associated with Mass Spectrometry and Label-Free Proteomics

Stephen Callister, Richard Barry, Joshua Adkins et al. · Journal of Proteome Research · 2006 · 509 citations · Full text

, , +16

Assimilation of Geosat Altimeter Data for the Agulhas Current Using the Ensemble Kalman Filter with a Quasigeostrophic Model

Geir Evensen, Peter Jan van Leeuwen · Monthly Weather Review · 1996 · 348 citations · Full text

, , +14

1–5 of 58

Authors

163

  1. RF
    Robert F. Woolson

    University of Iowa, United States

    2 publications · 24 citations

    2

    h-index

  2. MF
    Milton Friedman

    Hoover Institution, United States

    2 publications · 4K citations

    2

    h-index

  3. TW
    Thomas W. O’Gorman

    University of Iowa, United States

    2 publications · 24 citations

    2

    h-index

  4. MB
    Milica Bulajić

    University of Belgrade, Serbia

    1 publications · 53 citations

    1

    h-index

  5. SC
    Stephen C. Hora

    University of Hawaii at Hilo, United States

    1 publications · 45 citations

    1

    h-index

1–5 of 163

Institutions

85

  1. Utrecht University

    Utrecht, The Netherlands

    2 h-index

    2 publications

    358 citations

  2. Northern Illinois University

    DeKalb, United States

    2 h-index

    2 publications

    24 citations

  3. University of Iowa

    Iowa City, United States

    2 h-index

    2 publications

    24 citations

  4. Chang Gung University

    Taoyuan City, Taiwan

    1 h-index

    1 publications

    21 citations

  5. Agency for Science, Technology and Research

    Singapore, Singapore

    1 h-index

    3 publications

    51 citations

  6. Artvin Coruh University

    Artvin, Türkiye

    1 h-index

    1 publications

    127 citations

  7. Institute for Infocomm Research

    Singapore, Singapore

    1 h-index

    3 publications

    51 citations

  8. Universitat Pompeu Fabra

    Barcelona, Spain

    1 h-index

    2 publications

    232 citations

1–8 of 85

Venues

  1. Journal of the American Statistical Association

    5 publications · 9.1K citations

    5

    h-index

  2. BMC Bioinformatics

    3 publications · 263 citations

    3

    h-index

  3. Scientometrics

    2 publications · 71 citations

    2

    h-index

  4. Genomics

    2 publications · 162 citations

    2

    h-index

  5. Statistics in Medicine

    3 publications · 45 citations

    2

    h-index

1–5