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W. Fithian

4 papers hereh-index 277 citations8 works total

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

author position
  • middle author3
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ME2
  • cs.LG1
  • stat.OT1

identity via Semantic Scholar / OpenAlex

most citedEffective Degrees of Freedom: A Flawed Metaphor

53 citations · 54 across the 4 of their papers we have counts for

collaborators
Showing stat.OTShow all

1 paper · 1 filter

stat.OT2013★ 53 cited

Effective Degrees of Freedom: A Flawed Metaphor

Lucas Janson, William Fithian, Trevor Hastie

To most applied statisticians, a fitting procedure's degrees of freedom is synonymous with its model complexity, or its capacity for overfitting to data. In particular, it is often…

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