Concepedia

Adaptive Robust Estimation

Adaptive Robust Estimation is a statistical methodology that belongs to the class of robust estimation techniques, distinguished by its ability to automatically adjust its estimating functions or tuning parameters based on the data structure and contamination level to achieve optimal trade-offs between efficiency and robustness.

78

Publications

2.9K

Citations

204

Authors

131

Institutions

Publications per year

2017–2026

27

Parents

Publications

78

Adaptive Huber Regression

Qiang Sun, Wen‐Xin Zhou, Jianqing Fan · Journal of the American Statistical Association · 2018 · 305 citations · Full text

, , +16

A class of robust and fully efficient regression estimators

Daniel Gervini, Vı́ctor J. Yohai · The Annals of Statistics · 2002 · 196 citations · Full text

, , +15

Robust adaptive segmentation of range images

Kil-Moo Lee, Peter Meer, Rae‐Hong Park · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 154 citations

, , +9

Windowing and random weighting‐based adaptive unscented Kalman filter

Shesheng Gao, Gaoge Hu, Yongmin Zhong · International Journal of Adaptive Control and Signal Processing · 2014 · 123 citations · Full text

, , +14

An Efficient and Robust Adaptive Estimator of Location

Rudolf Beran · The Annals of Statistics · 1978 · 108 citations · Full text

, , +16

1–5 of 78

Authors

204

  1. JF
    Jianqing Fan

    Princeton University, United States

    4 publications · 352 citations

    4

    h-index

  2. DK
    Donggyu Kim

    Korea Advanced Institute of Science and Technology, South Korea

    3 publications · 47 citations

    3

    h-index

  3. MS
    Minseok Shin

    Princeton University, United States

    3 publications · 47 citations

    3

    h-index

  4. KF
    Katherine Fradette

    University of Manitoba, Canada

    2 publications · 82 citations

    2

    h-index

  5. HJ
    H. J. Keselman

    University of Manitoba, Canada

    2 publications · 82 citations

    2

    h-index

1–5 of 204

Institutions

131

  1. Princeton University

    Princeton, United States

    4 h-index

    4 publications

    386 citations

  2. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    3 h-index

    5 publications

    207 citations

  3. Harbin Institute of Technology

    Harbin, China

    3 h-index

    7 publications

    196 citations

  4. Newcastle University

    Newcastle upon Tyne, United Kingdom

    2 h-index

    6 publications

    88 citations

  5. Brigham Young University

    Provo, United States

    2 h-index

    3 publications

    85 citations

  6. Tsinghua University

    Beijing, China

    2 h-index

    3 publications

    67 citations

  7. The University of Sydney

    Sydney, Australia

    2 h-index

    3 publications

    70 citations

  8. University of Edinburgh

    Edinburgh, United Kingdom

    2 h-index

    2 publications

    85 citations

1–8 of 131

Venues

  1. 4

    h-index

  2. The Annals of Statistics

    3 publications · 360 citations

    3

    h-index

  3. 3

    h-index

  4. 2

    h-index

  5. Sensors

    2 publications · 74 citations

    2

    h-index

1–5