Concepedia

Robust Estimation

Robust Estimation is a statistical inference method that limits the influence of outliers and model misspecification by maintaining reliable performance under small deviations from assumed conditions.

4.9K

Publications

364.6K

Citations

11.5K

Authors

2.9K

Institutions

Publications per year

2017–2026

1.2K

Variants

Robust Statistical Inference

Parents

Publications

4.9K

Robust Estimation of a Location Parameter

Peter J. Huber · The Annals of Mathematical Statistics · 1964 · 7K citations · Full text

, , +14

Robust Regression and Outlier Detection

Gregory F. Piepel, Peter J. Rousseeuw, Annick M. Leroy · Technometrics · 1989 · 6.2K citations

, , +16

A Practitioner’s Guide to Cluster-Robust Inference

A. Colin Cameron, Douglas L. Miller · The Journal of Human Resources · 2015 · 4.5K citations

, , +15

Maximum Likelihood Estimation of Misspecified Models

Halbert White · Econometrica · 1982 · 4.1K citations

, , +16

Robust Statistics: The Approach Based on Influence Functions

David Ruppert, Frank R. Hampel, Elvezio Ronchetti et al. · Technometrics · 1987 · 3.8K citations

, , +12

1–5 of 4.9K

Authors

11.5K

  1. PJ
    Peter J. Rousseeuw

    University of Antwerp, Belgium

    44 publications · 21.5K citations

    30

    h-index

  2. VJ
    Vı́ctor J. Yohai

    Universidad de Buenos Aires, Argentina

    39 publications · 4.1K citations

    25

    h-index

  3. ER
    Elvezio Ronchetti

    University of Geneva, Switzerland

    31 publications · 7.8K citations

    24

    h-index

  4. RH
    Ruben H. Zamar

    University of British Columbia, Canada

    29 publications · 1.9K citations

    20

    h-index

  5. RJ
    Raymond J. Carroll

    Texas A&M University, United States

    24 publications · 1.8K citations

    20

    h-index

1–5 of 11.5K

Institutions

2.9K

  1. Centre National de la Recherche Scientifique

    Paris, France

    34 h-index

    178 publications

    6.3K citations

  2. University of British Columbia

    Vancouver, Canada

    34 h-index

    120 publications

    13.3K citations

  3. Stanford University

    Stanford, United States

    32 h-index

    107 publications

    12K citations

  4. Harvard University

    Cambridge, United States

    32 h-index

    91 publications

    8.9K citations

  5. Princeton University

    Princeton, United States

    32 h-index

    64 publications

    8.4K citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    30 h-index

    79 publications

    10.8K citations

  7. Tsinghua University

    Beijing, China

    28 h-index

    106 publications

    6.4K citations

  8. University of Minnesota

    Minneapolis, United States

    28 h-index

    82 publications

    5.7K citations

1–8 of 2.9K

Venues

  1. Journal of the American Statistical Association

    233 publications · 30.1K citations

    81

    h-index

  2. The Annals of Statistics

    111 publications · 12.1K citations

    50

    h-index

  3. Technometrics

    86 publications · 19.2K citations

    45

    h-index

  4. Biometrika

    77 publications · 8.2K citations

    39

    h-index

  5. IEEE Transactions on Signal Processing

    81 publications · 4.8K citations

    38

    h-index

1–5