Projects per year
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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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Collaborations and top research areas from the last five years
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Projects
- 8 Finished
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Lassoing Eigenvalues: A Classical and a Robust Approach
Tyler, D. (PI)
7/1/18 → 6/30/23
Project: Research project
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Robust Estimation for Structured Covariance Models
Tyler, D. (PI)
8/15/14 → 7/31/18
Project: Research project
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Robust Multivariate Statistics: Beyond Ellipticity and Affine Equivariance
Tyler, D. (PI)
6/1/09 → 5/31/13
Project: Research project
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Invariant Coordinate Selection (ICS): A Robust Statistical Perspective on Independent Component Analysis (ICA)
Tyler, D. (PI)
6/1/06 → 9/30/09
Project: Research project
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Robust Methods for Exploring Multivariate Data
Tyler, D. (PI)
6/1/03 → 8/31/06
Project: Research project
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Asymptotic and bootstrap tests for subspace dimension
Nordhausen, K., Oja, H. & Tyler, D. E., Mar 2022, In: Journal of Multivariate Analysis. 188, 104830.Research output: Contribution to journal › Article › peer-review
Open Access -
Linear Pooling of Sample Covariance Matrices
Raninen, E., Tyler, D. E. & Ollila, E., 2022, In: IEEE Transactions on Signal Processing. 70, p. 659-672 14 p.Research output: Contribution to journal › Article › peer-review
Open Access -
On the variability of the sample covariance matrix under complex elliptical distributions
Raninen, E., Ollila, E. & Tyler, D., 2021, In: IEEE Signal Processing Letters. 28, p. 2092-2096 5 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Lassoing eigenvalues
Tyler, D. E. & Yi, M., Jun 1 2020, In: Biometrika. 107, 2, p. 397-414 18 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Shrinking the Covariance Matrix Using Convex Penalties on the Matrix-Log Transformation
Yi, M. & Tyler, D. E., 2020, In: Journal of Computational and Graphical Statistics. 30, 2, p. 442-451 10 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations