Applied Statistics

This document provides information on applied statistics, including the use of predictors, testing for nearest neighbor estimates, and relationships between variables. It also includes proofs and graphical representations of expected test error and training error. Additionally, it discusses scatterplots, expressions, and boxplots, and provides comments on the results. The document concludes with a list of references.