Write-up: Simulating linear regression

Something I made before. Just a way to teach linear regression by simulation.

I wrote this document a few years ago but I decided to use my blog to link to the Github Page. Very simple, but I was having fun with the Tufte layout which heavily uses the side notes (Which I love more than footnotes, I don’t wanna be scrolling down and up!) One cool feature is that you include animations in the sidenote which I showcase:

I’m trying to go through all the statistical foundations just to brush up for technical interviews! And you know even the simplest thing as the linear regression, I’m still finding interesting things I don’t know.