Not the original asker, but I just wanted to appreciate this explanation-simple, concise, but still maintaining a one-to-one correspondence with the actual mathematics. Thank you!
As a student who's only been exposed to stats in undergrad (in the context of using multiple regression in Econometrics), where can I learn more about this? especially about choosing a spline basis and Taylor's theorem?