Robust Multivariate Estimation is a statistical methodology that belongs to the class of multivariate estimation techniques, distinguished by its ability to provide reliable and stable parameter estimates in the presence of outliers, deviations from distributional assumptions, or other forms of data contamination.
152
Publications
10.6K
Citations
321
Authors
203
Institutions
Publications per year
2017–2026
26
Parents
Publications
152
Robust $M$-Estimators of Multivariate Location and Scatter
Ricardo A. Maronna · The Annals of Statistics · 1976 · 947 citations · Full text
A Distribution-Free $M$-Estimator of Multivariate Scatter
David E. Tyler · The Annals of Statistics · 1987 · 657 citations · Full text
1–5 of 152
Authors
321
- VJ
8
h-index
- DM
6
h-index
- RA
5
h-index
- DL
4
h-index
- RH
4
h-index
1–5 of 321
Institutions
203
University of California, Davis
Davis, United States
7 h-index
12 publications
1.1K citations
Universidad de Buenos Aires
Buenos Aires, Argentina
6 h-index
8 publications
537 citations
Université Libre de Bruxelles
Brussels, Belgium
5 h-index
8 publications
441 citations
University of British Columbia
Vancouver, Canada
4 h-index
7 publications
509 citations
Universidad Carlos III de Madrid
Madrid, Spain
4 h-index
6 publications
164 citations
University of Minnesota
Minneapolis, United States
4 h-index
8 publications
592 citations
Fundación Ciencias Exactas y Naturales
Buenos Aires, Argentina
3 h-index
3 publications
190 citations
KU Leuven
Leuven, Belgium
3 h-index
8 publications
672 citations
1–8 of 203
Venues
- The Annals of Statistics
11 publications · 2.6K citations
11
h-index
- Journal of the American Statistical Association
10 publications · 673 citations
10
h-index
- Computational Statistics & Data Analysis
CSDA · 7 publications · 258 citations
7
h-index
- Journal of Multivariate Analysis
6 publications · 181 citations
6
h-index
- Statistics & Probability Letters
5 publications · 192 citations
5
h-index
1–5