This is a series of posts I’m doing to better familiarize myself with various topics in statistics. I learned some of the basics in high school, but in a very rote way that’s easy to forget. To relearn and build my intuition on these topics I’m going to attempt to solve problems that spurred the development of various statistical methods and share them here.