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A. Boulesteix

28 papers hereh-index 5918.2k citations216 works total

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

author position
  • middle author11
  • last author16

Across the 27 of 28 papers where every author was matched, so the position is known.

fields
  • stat.ME10
  • stat.ML8
  • math.ST2
  • stat.AP2
  • stat.OT2
  • cs.LG1
same name
  • A. Boulesteix — 2 papers, h 2

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
20062025
most citedHyperparameters and Tuning Strategies for Random Forest

1.6k citations · 3.3k across the 24 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

stat.ME2022★ 74 cited

Phases of methodological research in biostatistics - building the evidence base for new methods

Georg Heinze, Anne-Laure Boulesteix, Michael Kammer +2

Although the biostatistical scientific literature publishes new methods at a very high rate, many of these developments are not trustworthy enough to be adopted by the scientific c…

stat.ME2022★ 16 cited

Explaining the optimistic performance evaluation of newly proposed methods: a cross-design validation experiment

Christina Nießl, Sabine Hoffmann, Theresa Ullmann +1

The constant development of new data analysis methods in many fields of research is accompanied by an increasing awareness that these new methods often perform better in their intr…

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