Big Stats Cookbook

Forked from this excellent resource

Computing

Mostly Linux terminal (zsh on my machines, bash/tcsh elsewhere)

Linear Models

pdf version here

MLE

pdf version here

Applied Econometrics / Statistical Programming / Visualisation in Python and R

R

Mathematical Statistics

short pdf version here