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researcher

P. Breheny

13 papers hereh-index 365.4k citations121 works total

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

author position
  • sole author1
  • first author2
  • middle author1
  • last author9

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • stat.ME6
  • stat.CO3
  • math.ST2
  • stat.AP1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20112026
most citedCoordinate descent algorithms for nonconvex penalized regression, with applications to biological feature selection

675 citations · 1.4k across the 12 of their papers we have counts for

collaborators
Showing 2012 · math.STShow all

1 paper · 2 filters

math.ST2012★ 298 cited

A Selective Review of Group Selection in High-Dimensional Models

Jian Huang, Patrick Breheny, Shuangge Ma

Grouping structures arise naturally in many statistical modeling problems. Several methods have been proposed for variable selection that respect grouping structure in variables. E…

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