3 Statistics, Part 1

In this chapter we’ll cover:

• Basic statistical functions in R
• Running Monte Carlo simulations
• Simple linear regression
• A case study on sampling bias
• Multiple regression

This chapter is not meant to be an introduction to fundamental statistical concepts, which we assume you have encountered in other courses, but hopefully, R provides an opportunity to derive many of the same insights yourself, and leverage them more effectively for data analysis.