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researcher

A. Alfons

8 papers hereh-index 15983 citations72 works total

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

author position
  • first author3
  • middle author2
  • last author2

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • stat.ME4
  • stat.CO2
  • math.ST1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20132023
most citedSparse least trimmed squares regression for analyzing high-dimensional large data sets

236 citations · 344 across the 8 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

stat.ME2022★ 4 cited

Tandem clustering with invariant coordinate selection

Andreas Alfons, Aurore Archimbaud, Klaus Nordhausen +1

For multivariate data, tandem clustering is a well-known technique aiming to improve cluster identification through initial dimension reduction. Nevertheless, the usual approach us…

stat.CO2022★ 37 cited

Robust Mediation Analysis: The R Package robmed

Andreas Alfons, Nüfer Y. Ateş, Patrick J. F. Groenen

Mediation analysis is one of the most widely used statistical techniques in the social, behavioral, and medical sciences. Mediation models allow to study how an independent variabl…

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