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researcher

I. Johnstone

8 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 author2
  • first author4
  • middle author1
  • last author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • math.ST8

identity via Semantic Scholar / OpenAlex

activity
20042009
most citedSparse Principal Components Analysis

168 citations · 460 across the 3 of their papers we have counts for

collaborators
Showing 2009Show all

1 paper · 1 filter

math.ST2009★ 168 cited

Sparse Principal Components Analysis

Iain M Johnstone, Arthur Yu Lu

Principal components analysis (PCA) is a classical method for the reduction of dimensionality of data in the form of n observations (or cases) of a vector with p variables. For a s…

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