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Probability and Statistics Research Project Essay title: Probability and Statistics Research Project Probability and Statistics Research Project Name: Lakeisha M. Henderson ID: @02181956 Spring 2007 Abstract Table of Contents Principle Component Analysis (PCA) Definition……………………………………………………………………….4 Uses of PCA……………………………………………………………………5 Illustrative Example of PCA……………………………………………………5 Method to Determine PCA……………………………………………………..6 Basic Analysis of Variance (ANOVA) Purpose and Definition of ANOVA……………………………………………12.