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