Concepedia

Median Absolute Deviation

Median Absolute Deviation is a robust statistical measure of dispersion that belongs to the class of scale estimators, distinguished by its calculation as the median of the absolute deviations from the median of a data set, rendering it resistant to outliers.

199

Publications

16.3K

Citations

628

Authors

345

Institutions

Publications per year

2017–2026

76

Parents

Publications

199

Detecting outliers: Do not use standard deviation around the mean, use absolute deviation around the median

Christophe Leys, Christophe Ley, Olivier Klein et al. · Journal of Experimental Social Psychology · 2013 · 4K citations · Full text

, , +12

Alternatives to the Median Absolute Deviation

Peter J. Rousseeuw, Christophe Croux · Journal of the American Statistical Association · 1993 · 1.8K citations

, , +16

Alternatives to the Median Absolute Deviation

Peter J. Rousseeuw, Christophe Croux · Journal of the American Statistical Association · 1993 · 1.5K citations

, , +16

Robotic-Arm Assisted Total Knee Arthroplasty Demonstrated Greater Accuracy and Precision to Plan Compared with Manual Techniques

Emily Hampp, Morad Chughtai, Laura Scholl et al. · The Journal of Knee Surgery · 2018 · 333 citations

, , +17

How to Classify, Detect, and Manage Univariate and Multivariate Outliers, With Emphasis on Pre-Registration

Christophe Leys, Marie Delacre, Youri L. Mora et al. · International Review of Social Psychology · 2019 · 308 citations · Full text

, , +16

1–5 of 199

Authors

628

  1. PJ
    Peter J. Rousseeuw

    University of Antwerp, Belgium

    4 publications · 3.5K citations

    4

    h-index

  2. CJ
    Chi‐Hyuck Jun

    Pohang University of Science and Technology, South Korea

    3 publications · 56 citations

    3

    h-index

  3. MA
    Muhammad Aslam

    King Abdulaziz University, Saudi Arabia

    3 publications · 56 citations

    3

    h-index

  4. CC
    Christophe Croux

    KU Leuven, Belgium

    3 publications · 3.4K citations

    3

    h-index

  5. BA
    B. Ajithkumar

    National Centre for Radio Astrophysics, India

    2 publications · 30 citations

    2

    h-index

1–5 of 628

Institutions

345

  1. University of Cambridge

    Cambridge, United Kingdom

    3 h-index

    6 publications

    206 citations

  2. King Abdulaziz University

    Jeddah, Saudi Arabia

    3 h-index

    7 publications

    127 citations

  3. Virginia Tech

    Blacksburg, United States

    3 h-index

    5 publications

    176 citations

  4. The University of Texas at Austin

    Austin, United States

    3 h-index

    6 publications

    340 citations

  5. Clemson University

    Clemson, United States

    3 h-index

    5 publications

    245 citations

  6. University of Antwerp

    Antwerp, Belgium

    3 h-index

    5 publications

    6.7K citations

  7. Deakin University

    Burwood, Australia

    3 h-index

    7 publications

    241 citations

  8. University of Hradec Králové

    Hradec Králové, Czechia

    2 h-index

    7 publications

    550 citations

1–8 of 345

Venues

  1. Journal of the American Statistical Association

    7 publications · 3.8K citations

    7

    h-index

  2. IEEE Access

    5 publications · 161 citations

    5

    h-index

  3. 4

    h-index

  4. The American Statistician

    4 publications · 99 citations

    4

    h-index

  5. 4

    h-index

1–5