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researcher

C. Croux

16 papers hereh-index 5112.9k citations297 works total

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

author position
  • middle author3
  • last author12

Across the 15 of 16 papers where every author was matched, so the position is known.

fields
  • stat.ME6
  • stat.AP5
  • econ.GN2
  • cs.LG1
  • math.ST1
  • q-fin.ST1
same name
  • C. Croux — 2 papers, h 8

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20132026
most citedSparse least trimmed squares regression for analyzing high-dimensional large data sets

236 citations · 302 across the 10 of their papers we have counts for

collaborators
Showing math.STShow all

1 paper · 1 filter

math.ST2015★ 23 cited

The Influence Function of Penalized Regression Estimators

Viktoria Öllerer, Christophe Croux, Andreas Alfons

To perform regression analysis in high dimensions, lasso or ridge estimation are a common choice. However, it has been shown that these methods are not robust to outliers. Therefor…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.