A Brief Introduction to Bagged Trees, Random Forest and Their Applications in R

Setting Up R

Fitting and Interpreting CART Classification Trees

How to Simulate Data Based on The Assumptions of Logistic Regression

Fitting and Interpreting CART Regression Trees

Understanding the Bias-Variance Decomposition with A Simulated Experiment

Installing R, R packages (e.g., tidyverse) and Rstudio on Ubuntu Linux