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researcher

H. Zou

28 papers hereh-index 4533.3k citations127 works total

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

author position
  • first author5
  • middle author3
  • last author20

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

fields
  • math.ST11
  • stat.ME9
  • stat.ML5
  • stat.AP2
  • math.OC1
same name
  • H. Zou — 117 papers, h 27
  • H. Zou — 115 papers, h 37
  • H. Zou — 78 papers, h 9
  • H. Zou — 19 papers, h 12
  • H. Zou — 9 papers, h 3
  • H. Zou — 8 papers, h 3

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
20072023
most citedOn the "degrees of freedom" of the lasso

973 citations · 4.4k across the 28 of their papers we have counts for

collaborators
Showing 2007 · math.STShow all

1 paper · 2 filters

math.ST2007★ 973 cited

On the "degrees of freedom" of the lasso

Hui Zou, Trevor Hastie, Robert Tibshirani

We study the effective degrees of freedom of the lasso in the framework of Stein's unbiased risk estimation (SURE). We show that the number of nonzero coefficients is an unbiased e…

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