Concepedia

Rank Transformation

Rank Transformation is a feature transformation technique that replaces original data values with their corresponding ranks within an ordered sequence, preserving ordinal relationships while mitigating the influence of distributional assumptions and outliers.

130

Publications

15.7K

Citations

208

Authors

146

Institutions

Publications per year

2017–2026

19

Variants

Rank-based Data TransformationRank-based Transformation

Parents

Publications

130

Rank Transformations as a Bridge between Parametric and Nonparametric Statistics

W. J. Conover, Ronald L. Iman · The American Statistician · 1981 · 3.6K citations

, , +10

The aligned rank transform for nonparametric factorial analyses using only anova procedures

Jacob O. Wobbrock, Leah Findlater, Darren Gergle et al. · 2011 · 2.7K citations

, , +13

Rank Transformations as a Bridge Between Parametric and Nonparametric Statistics

W. J. Conover, Ronald L. Iman · The American Statistician · 1981 · 1.5K citations

, , +10

Relative Power of the Wilcoxon Test, the Friedman Test, and Repeated-Measures ANOVA on Ranks

Donald W. Zimmerman, Bruno D. Zumbo · The Journal of Experimental Education · 1993 · 481 citations

, , +14

Inconsistency and rank preservation

Thomas L. Saaty, Luís G. Vargas · Journal of Mathematical Psychology · 1984 · 475 citations

, , +4

1–5 of 130

Authors

208

  1. RL
    Ronald L. Iman

    Sandia National Laboratories, United States

    10 publications · 6.4K citations

    10

    h-index

  2. WJ
    W. J. Conover

    Texas Tech University, United States

    10 publications · 6.4K citations

    10

    h-index

  3. DW
    Donald W. Zimmerman

    Carleton University, Canada

    7 publications · 806 citations

    7

    h-index

  4. MG
    Michael G. Akritas

    Pennsylvania State University, United States

    5 publications · 388 citations

    5

    h-index

  5. BD
    Bruno D. Zumbo

    University of British Columbia, Canada

    4 publications · 726 citations

    4

    h-index

1–5 of 208

Institutions

146

  1. Texas Tech University

    Lubbock, United States

    8 h-index

    12 publications

    4.7K citations

  2. Pennsylvania State University

    State College, United States

    5 h-index

    5 publications

    388 citations

  3. Carleton University

    Ottawa, Canada

    5 h-index

    6 publications

    786 citations

  4. Vilnius Gediminas Technical University

    Vilnius, Lithuania

    3 h-index

    8 publications

    190 citations

  5. Harvard University

    Cambridge, United States

    3 h-index

    6 publications

    760 citations

  6. University of Pittsburgh

    Pittsburgh, United States

    3 h-index

    4 publications

    1.1K citations

  7. Sandia National Laboratories

    Albuquerque, United States

    3 h-index

    3 publications

    3.8K citations

  8. Massachusetts General Hospital

    Boston, United States

    2 h-index

    4 publications

    566 citations

1–8 of 146

Venues

  1. Journal of the American Statistical Association

    12 publications · 806 citations

    12

    h-index

  2. Statistics in Medicine

    6 publications · 448 citations

    6

    h-index

  3. 5

    h-index

  4. The American Statistician

    4 publications · 5.1K citations

    4

    h-index

  5. Biometrika

    4 publications · 232 citations

    4

    h-index

1–5