5 Regression

In this chapter we’ll cover:

• Simple linear regression
• Multiple regression
• Spatial autocorrelation
• Survey regression
• Logistic regression
• Training and testing data

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.