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I. Johnstone

10 papers hereh-index 5337.5k citations137 works total

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

author position
  • sole author3
  • first author4
  • middle author2
  • last author1

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • math.ST8
  • cs.IT1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20042011
most citedSparse Principal Components Analysis

168 citations · 512 across the 5 of their papers we have counts for

collaborators
Showing 2006 · math.STShow all

1 paper · 2 filters

math.ST2006★ 159 cited

High Dimensional Statistical Inference and Random Matrices

Iain M. Johnstone

Multivariate statistical analysis is concerned with observations on several variables which are thought to possess some degree of inter-dependence. Driven by problems in genetics a…

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