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Trevor Hastie

6 papers hereh-index 62.2k citations22 works total

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

author position
  • first author1
  • middle author5

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ME4
  • cs.LG1
  • q-bio.QM1
same name
  • Trevor Hastie — 11 papers
  • Trevor Hastie — 2 papers, h 1
  • Trevor Hastie — 1 paper, 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
20172025
most citedExtended Comparisons of Best Subset Selection, Forward Stepwise Selection, and the Lasso

164 citations · 167 across the 6 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

stat.ME2017★ 164 cited

Extended Comparisons of Best Subset Selection, Forward Stepwise Selection, and the Lasso

Trevor Hastie, Robert Tibshirani, Ryan J. Tibshirani

In exciting new work, Bertsimas et al. (2016) showed that the classical best subset selection problem in regression modeling can be formulated as a mixed integer optimization (MIO)…

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