1. A probabilistic explanation of a natural phenomenon Open Access Author: Artemiou, Andreas A Title: A probabilistic explanation of a natural phenomenon Graduate Program: Statistics Keywords: Random Covariance MatrixPrincipal ComponentsRegressionCorrelationEigenpairsOrientationally Uniform DistributionDimension Reduction File: Download thesis_1.pdf Committee Members: Bing Li, Thesis Advisor/Co-AdvisorBing Li, Thesis Advisor/Co-Advisor