Concepedia

Robust Scale Estimation

Robust Scale Estimation is a statistical method that belongs to the class of scale estimation techniques and is distinguished by its ability to reliably estimate the dispersion of a data set while resisting the influence of outliers and deviations from distributional assumptions.

120

Publications

12.1K

Citations

256

Authors

157

Institutions

Publications per year

2017–2026

21

Parents

Publications

120

Accurate Scale Estimation for Robust Visual Tracking

Martin Danelljan, G Hager, Fahad Shahbaz Khan et al. · 2014 · 2.2K 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

Discriminative Scale Space Tracking

Martin Danelljan, G Hager, Fahad Shahbaz Khan et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 1.3K citations · Full text

, , +14

Robust Estimation and Testing.

Boris Iglewicz, Robert G. Staudte, Simon J. Sheather · Journal of the American Statistical Association · 1991 · 457 citations

, , +16

1–5 of 120

Authors

256

  1. RH
    Ruben H. Zamar

    University of British Columbia, Canada

    8 publications · 714 citations

    8

    h-index

  2. PJ
    Peter J. Rousseeuw

    University of Antwerp, Belgium

    5 publications · 3.4K citations

    5

    h-index

  3. CC
    Christophe Croux

    KU Leuven, Belgium

    4 publications · 3.4K citations

    4

    h-index

  4. RD
    R. Douglas Martin

    University of Washington, United States

    3 publications · 119 citations

    3

    h-index

  5. UG
    Ursula Gather

    TU Dortmund University, Germany

    3 publications · 59 citations

    3

    h-index

1–5 of 256

Institutions

157

  1. University of British Columbia

    Vancouver, Canada

    7 h-index

    9 publications

    908 citations

  2. TU Dortmund University

    Dortmund, Germany

    4 h-index

    6 publications

    556 citations

  3. University of Antwerp

    Antwerp, Belgium

    4 h-index

    7 publications

    6.7K citations

  4. Ghent University

    Ghent, Belgium

    3 h-index

    5 publications

    482 citations

  5. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    5 publications

    133 citations

  6. Universidad de Buenos Aires

    Buenos Aires, Argentina

    3 h-index

    3 publications

    474 citations

  7. Fundación Ciencias Exactas y Naturales

    Buenos Aires, Argentina

    3 h-index

    3 publications

    474 citations

  8. Columbia University

    New York, United States

    3 h-index

    3 publications

    93 citations

1–8 of 157

Venues

  1. Journal of the American Statistical Association

    15 publications · 4.6K citations

    14

    h-index

  2. The Annals of Statistics

    7 publications · 475 citations

    7

    h-index

  3. 5

    h-index

  4. Biometrika

    4 publications · 123 citations

    4

    h-index

  5. Journal of Multivariate Analysis

    3 publications · 466 citations

    3

    h-index

1–5