Winsorized Estimation is a robust statistical method that modifies extreme values in a dataset by setting them to a specified percentile-based threshold rather than removing them, thereby reducing the influence of outliers while preserving the original data structure.
27
Publications
1.3K
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43
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36
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Publications per year
2017–2026
1
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Publications
27
On Some Robust Estimates of Location
Peter J. Bickel · The Annals of Mathematical Statistics · 1965 · 168 citations · Full text
Breakdown theory for bootstrap quantiles
Kesar Singh · The Annals of Statistics · 1998 · 100 citations · Full text
1–5 of 27
Authors
43
- RR
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- LM
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- CY
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- WJ
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- HJ
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1–5 of 43
Institutions
36
University of Southern California
Los Angeles, United States
4 h-index
4 publications
203 citations
University of Manitoba
Winnipeg, Canada
3 h-index
6 publications
336 citations
University of California, Los Angeles
Los Angeles, United States
3 h-index
6 publications
468 citations
Université de Montréal
Montreal, Canada
2 h-index
2 publications
47 citations
Solvay (Belgium)
Brussels, Belgium
1 h-index
2 publications
44 citations
Abt Global (United States)
Rockville, United States
1 h-index
2 publications
44 citations
United Nations Industrial Development Organization
Vienna, Austria
1 h-index
1 publications
22 citations
James Graham Brown Foundation
Louisville, United States
1 h-index
1 publications
14 citations
1–8 of 36
Venues
- Technometrics
5 publications · 389 citations
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- British Journal of Mathematical and Statistical Psychology
4 publications · 171 citations
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- Neural Computing and Applications
1 publications · 13 citations
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- Communications in Statistics - Simulation and Computation
1 publications · 14 citations
1
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- Social Indicators Research
1 publications · 22 citations
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