Concepedia

Winsorization

Winsorization is an outlier treatment method that replaces extreme values in a dataset with less extreme, percentile-based threshold values to reduce the influence of outliers without removing them entirely.

26

Publications

1.9K

Citations

56

Authors

37

Institutions

Publications per year

2017–2026

4

Parents

Publications

26

Influential Observations and Inference in Accounting Research

Andrew J. Leone, Miguel Minutti‐Meza, Charles E. Wasley · The Accounting Review · 2016 · 314 citations

, , +9

Blockwise coordinate descent procedures for the multi-task lasso, with applications to neural semantic basis discovery

Han Liu, Mark Palatucci, Jian Zhang · 2009 · 224 citations

, , +14

Robust Linear Model Selection Based on Least Angle Regression

Jafar A Khan, Stefan Van Aelst, Ruben H. Zamar · Journal of the American Statistical Association · 2007 · 182 citations · Full text

, , +17

APProximate Behavior of the Distribution of Winsorized<i>t</i>(Trimming/Winsorization 2)

W. J. Dixon, John W. Tukey · Technometrics · 1968 · 177 citations

, , +17

Influential Observations and Inference in Accounting Research

Andrew J. Leone, Miguel Minutti‐Meza, Charles E. Wasley · SSRN Electronic Journal · 2014 · 161 citations · Full text

, , +9

1–5 of 26

Authors

56

  1. JW
    John W. Tukey

    Princeton University, United States

    3 publications · 427 citations

    3

    h-index

  2. WJ
    W. J. Dixon

    University of California, Los Angeles, United States

    2 publications · 297 citations

    2

    h-index

  3. MM
    Miguel Minutti‐Meza

    University of Miami, United States

    2 publications · 475 citations

    2

    h-index

  4. CY
    Coralee Yale

    University of California, Los Angeles, United States

    2 publications · 57 citations

    2

    h-index

  5. CE
    Charles E. Wasley

    University of Rochester, United States

    2 publications · 475 citations

    2

    h-index

1–5 of 56

Institutions

37

  1. University of California, Los Angeles

    Los Angeles, United States

    3 h-index

    6 publications

    468 citations

  2. Universiti Teknologi Petronas

    Ipoh, Malaysia

    2 h-index

    9 publications

    207 citations

  3. Ghent University

    Ghent, Belgium

    2 h-index

    4 publications

    568 citations

  4. Université de Montréal

    Montreal, Canada

    2 h-index

    2 publications

    47 citations

  5. University of Rochester

    Rochester, United States

    2 h-index

    2 publications

    475 citations

  6. University of Miami

    Coral Gables, United States

    2 h-index

    2 publications

    475 citations

  7. Vrije Universiteit Amsterdam

    Amsterdam, The Netherlands

    1 h-index

    1 publications

    22 citations

  8. Chicago Department of Public Health

    Chicago, United States

    1 h-index

    1 publications

    81 citations

1–8 of 37

Venues

  1. Technometrics

    5 publications · 389 citations

    5

    h-index

  2. Journal of Official Statistics

    JOS · 1 publications · 13 citations

    1

    h-index

  3. Neural Computing and Applications

    1 publications · 13 citations

    1

    h-index

  4. 1

    h-index

  5. Journal of Business Finance &amp Accounting

    1 publications · 20 citations

    1

    h-index

1–5