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David E. Tyler

6 papers here

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

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

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • stat.ME3
  • math.ST2
  • stat.AP1
ORCID 0000-0003-2040-6318
same name
  • David E. Tyler — 6 papers, h 33

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
20122023
most citedRegularized M-estimators of scatter matrix

120 citations · 262 across the 6 of their papers we have counts for

collaborators
Showing 2014Show all

2 papers · 1 filter

math.ST2014★ 14 cited

Breakdown Properties of the M-Estimators of Multivariate Scatter

David E. Tyler

The M-estimators of multivariate scatter are known to have breakdown points no greater than 1/(p+1), where p is the dimension of the data. In high dimension, the breakdown points a…

stat.AP2014★ 120 cited

Regularized M-estimators of scatter matrix

Esa Ollila, David E. Tyler

In this paper, a general class of regularized M-estimators of scatter matrix are proposed which are suitable also for low or insufficient sample support (small n and large p)…

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