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M. Stephens

22 papers hereh-index 8584.8k citations183 works total

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

author position
  • middle author2
  • last author20

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • stat.ME11
  • q-bio.QM4
  • stat.AP3
  • stat.CO3
  • q-bio.PE1
same name
  • M. Stephens — 5 papers, h 16
  • M. Stephens — 2 papers, h 6
  • M. Stephens — 1 paper, h 2
  • M. Stephens — 1 paper, h 5
  • M. Stephens — 1 paper, h 2

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
20102022
most citedBayesian variable selection regression for genome-wide association studies and other large-scale problems

340 citations · 1k across the 21 of their papers we have counts for

collaborators
Showing 2016Show all

1 paper · 1 filter

stat.ME2016★ 6 cited

Flexible signal denoising via flexible empirical Bayes shrinkage

Zhengrong Xing, Peter Carbonetto, Matthew Stephens

Signal denoising---also known as non-parametric regression---is often performed through shrinkage estimation in a transformed (e.g., wavelet) domain; shrinkage in the transformed d…

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