This document describes how to conduct a complete randomized experimental design using R script. It generates hypothetical data for three training groups and binds them into a data frame. It then performs an analysis of variance on the data to compare the group means and calculates residuals. Finally, it pastes the original values, fitted values from the model, and residuals.