Advanced Data Analysis from an Elementary Point of View

Advanced Data Analysis from an Elementary Point of View: This is a draft textbook on data analysis methods, intended for a one-semester course for advance undergraduate students who have already taken classes in probability, mathematical statistics, and linear regression. It began as the lecture notes.