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S. Murphy

18 papers hereh-index 5820k citations259 works total

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

author position
  • middle author4
  • last author14

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • stat.ME3
  • cs.HC2
  • math.ST1
  • stat.AP1
  • stat.ML1
same name
  • S. Murphy — 72 papers, h 41
  • S. Murphy — 24 papers, h 40
  • S. Murphy — 7 papers, h 13
  • S. Murphy — 6 papers
  • S. Murphy — 4 papers, h 20
  • S. Murphy — 2 papers

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
20112021
most citedPerformance guarantees for individualized treatment rules

455 citations · 495 across the 10 of their papers we have counts for

collaborators
Showing math.STShow all

1 paper · 1 filter

math.ST2011★ 455 cited

Performance guarantees for individualized treatment rules

Min Qian, Susan A. Murphy

Because many illnesses show heterogeneous response to treatment, there is increasing interest in individualizing treatment to patients [Arch. Gen. Psychiatry 66 (2009) 128--133]. A…

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