• 1210 Citations
  • 20 h-Index
1982 …2021
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Fingerprint Dive into the research topics where David Tyler is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Scatter Mathematics
M-estimates Mathematics
Covariance matrix Mathematics
Breakdown Point Mathematics
Envelope Mathematics
Time series Mathematics
Elliptically Symmetric Distributions Mathematics
Categorical Mathematics

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2009 2021

Eigenvalue
Statistical method
Sample point
Plug-in Method
Penalization Method
signal processing
estimation method
outlier
method
matrix
signal processing
estimation method
outlier
method
matrix
Affine Equivariance
Multivariate Statistics
Ellipticity
Elliptical Distribution
Covariance Structure
Affine Equivariance
Multivariate Statistics
Ellipticity
Elliptical Distribution
Covariance Structure

Research Output 1982 2017

11 Citations (Scopus)

Asymptotic and Bootstrap Tests for the Dimension of the Non-Gaussian Subspace

Tyler, D. E., Jun 2017, In : IEEE Signal Processing Letters. 24, 6, p. 887-891 5 p., 7907304.

Rutgers, The State University

Research output: Contribution to journalArticle

Asymptotic Test
Bootstrap Test
Subspace
Dimension Reduction
Large Data Sets
3 Citations (Scopus)
Covariance matrix
Two Dimensions
Eigenvalue
Elliptical Distribution
Integral Representation
14 Citations (Scopus)

A cautionary note on robust covariance plug-in methods

Tyler, D. E., Aug 1 2015, In : Biometrika. 102, 3, p. 573-588 16 p.

Rutgers, The State University

Research output: Contribution to journalArticle

Plug-in Method
Covariance matrix
Scatter
Sample Covariance Matrix
Independent component analysis

Generalized mm-tests for symmetry

Tyler, D. E., Jan 1 2015, Modern Nonparametric, Robust and Multivariate Methods: Festschrift in Honour of Hannu Oja. Springer International Publishing, p. 133-148 16 p.

Rutgers, The State University

Research output: Chapter in Book/Report/Conference proceedingChapter

Symmetry
Local Power
M-estimator
Tuning
Asymptotic distribution

Press/Media

Martin L. Tyler, 76

David Tyler

3/28/18

1 item of Media coverage

Rutgers, The State University

Press/Media: Press / Media

Martin L. Tyler

David Tyler

3/21/18

1 item of Media coverage

Rutgers, The State University

Press/Media: Press / Media