monipip3 / regression_resources

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

This is a collaborative repo so please fork and contribute!

As I navigate my Masters in Statistics / Data Science I have seen a lot of resources along the way. Thinking a repo listing these resources by topic would be helpful to consolidate all these reources. If you have any feedback feel free to message me on Twitter

Each bold title signifies a topic. Followed by a list.

Use this legend to create some metadata :

Hashtag Explanation
Python there is python language code in here
R there is R language code in here
101 For beginners, consider this as first introductions
201 Intermediate, there are some derivations/ proof/ code
301 Advanced, harder derivations/ proof/ code than 201, written by people with PHDs and not very friendly lament terms (makes your head hurt)
Book A link to a book, add a $ if you have to pay eg: Book$

Matrix Math

ANOVA

OLS (Least Square Methods)

Ridge Regression

Lasso Regression

Elastic Net Regression

About