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Author:

Artemiou, Andreas A

Title:

A probabilistic explanation of a natural phenomenon

Graduate Program:

Statistics

Keywords:

Random Covariance Matrix
Principal Components
Regression
Correlation
Eigenpairs
Orientationally Uniform Distribution
Dimension Reduction

File:

Download thesis_1.pdf

Committee Members:

Bing Li, Thesis Advisor/Co-Advisor
Bing Li, Thesis Advisor/Co-Advisor

Author:

Artemiou, Andreas A

Title:

Topics on Supervised and Unsupervised Dimension Reduction

Graduate Program:

Statistics

Keywords:

Unitary invariance
Regression
Kernel principal components
Sufficient Dimension Reduction
Support Vector Machines

File:

Download Dissertation_doc.pdf

Committee Members:

Bing Li, Committee Chair/Co-Chair
Runze Li, Committee Member
Michael Akritas, Committee Member
Francesca Chiaromonte, Committee Member
Adam Smith, Committee Member