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researcher

M. Salibián‐Barrera

10 papers hereh-index 171.2k citations64 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author3
  • middle author2
  • last author4

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • math.ST4
  • stat.ME4
  • stat.AP1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20042026
most citedA robust and sparse K-means clustering algorithm

12 citations · 39 across the 9 of their papers we have counts for

collaborators
Showing math.STShow all

4 papers · 1 filter

math.ST2011★ 2 cited

On the stability of bootstrap estimators

Andreas Christmann, Matias Salibian-Barrera, Stefan Van Aelst

It is shown that bootstrap approximations of an estimator which is based on a continuous operator from the set of Borel probability measures defined on a compact metric space into…

math.ST2008★ 10 cited

High breakdown point robust regression with censored data

Matías Salibian-Barrera, Víctor J. Yohai

In this paper, we propose a class of high breakdown point estimators for the linear regression model when the response variable contains censored observations. These estimators are…

math.ST2007

Discussion: Conditional growth charts

Matias Salibian-Barrera, Ruben H. Zamar

Discussion of Conditional growth charts [math.ST/0702634]

math.ST2004★ 10 cited

Uniform asymptotics for robust location estimates when the scale is unknown

Matias Salibian-Barrera, Ruben H. Zamar

Most asymptotic results for robust estimates rely on regularity conditions that are difficult to verify in practice. Moreover, these results apply to fixed distribution functions.…

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