Concepedia

High-breakdown Estimation

High-Breakdown Estimation is a robust statistical method characterized by its ability to maintain accuracy and reliability even when a substantial proportion of the data is contaminated, distinguishing itself from other estimation techniques by possessing a breakdown point approaching 50%.

79

Publications

5.4K

Citations

86

Authors

70

Institutions

Publications per year

2017–2026

0

Parents

Publications

79

Breakdown Properties of Location Estimates Based on Halfspace Depth and Projected Outlyingness

David L. Donoho, Miriam Gasko · The Annals of Statistics · 1992 · 613 citations · Full text

, , +15

Robust Estimates of Location and Dispersion for High-Dimensional Datasets

Ricardo A. Maronna, Ruben H. Zamar · Technometrics · 2002 · 407 citations

, , +15

High breakdown estimators for principal components: the projection-pursuit approach revisited

Christophe Croux, Anne Ruiz‐Gazen · Journal of Multivariate Analysis · 2004 · 333 citations · Full text

, , +13

Nearest-Neighbor Clutter Removal for Estimating Features in Spatial Point Processes

Simon Byers, Adrian E. Raftery · Journal of the American Statistical Association · 1998 · 294 citations

, , +17

A Fast Algorithm for S-Regression Estimates

Matías Salibián‐Barrera, Vı́ctor J. Yohai · Journal of Computational and Graphical Statistics · 2006 · 246 citations

, , +12

1–5 of 79

Authors

86

  1. CC
    Christophe Croux

    KU Leuven, Belgium

    7 publications · 660 citations

    7

    h-index

  2. SJ
    Simon J. Sheather

    UNSW Sydney, Australia

    7 publications · 171 citations

    7

    h-index

  3. PJ
    Peter J. Rousseeuw

    University of Antwerp, Belgium

    7 publications · 274 citations

    7

    h-index

  4. DM
    Douglas M. Hawkins

    University of Minnesota, United States

    7 publications · 396 citations

    7

    h-index

  5. JW
    Joseph W. McKean

    Western Michigan University, United States

    6 publications · 157 citations

    6

    h-index

1–5 of 86

Institutions

70

  1. UNSW Sydney

    Sydney, Australia

    8 h-index

    8 publications

    229 citations

  2. University of Minnesota

    Minneapolis, United States

    8 h-index

    10 publications

    633 citations

  3. Western Michigan University

    Kalamazoo, United States

    7 h-index

    11 publications

    296 citations

  4. Virginia Tech

    Blacksburg, United States

    4 h-index

    8 publications

    696 citations

  5. KU Leuven

    Leuven, Belgium

    4 h-index

    5 publications

    510 citations

  6. Columbia University

    New York, United States

    3 h-index

    7 publications

    241 citations

  7. Antwerp University Hospital

    Antwerp, Belgium

    3 h-index

    4 publications

    187 citations

  8. Australian Federation of Graduate Women New South Wales

    Sydney, Australia

    3 h-index

    3 publications

    111 citations

1–8 of 70

Venues

  1. Journal of the American Statistical Association

    23 publications · 1.8K citations

    21

    h-index

  2. The Annals of Statistics

    5 publications · 915 citations

    5

    h-index

  3. Computational Statistics & Data Analysis

    CSDA · 3 publications · 125 citations

    3

    h-index

  4. Technometrics

    3 publications · 442 citations

    3

    h-index

  5. Statistics & Probability Letters

    3 publications · 87 citations

    3

    h-index

1–5