UCLA statistics

UCLA maintains pages explaining almost every statstical test and method. It contains examples, code, and interpretations.

StatQuest

Josh Starmer’s YouTube channel does a great job breaking down major statistical methodologies in a visual format. It’s also commically whimsical.

Want to learn Bayesian methods with intuitive explanations? Richard McElreath’s recordings of his lectures are free on YouTube.

Short, simple explanations of statistical methods and working with R.