Bayesian statistics is one of my favorite topics on this blog. But, the more I write the harder it is to find everything! I’ve decided to build this guide the organize these posts. This should make it easier for everyone to learn the basics. I plan to continually update this guide as I add new content. For updates follow @willkurt on twitter or subscribe to the email list .
Getting Started with Bayes’ Theorem and Prior Probability
This guide only assumes you have a basic familiarity with probability. If you can work out the chance of flipping a coin and getting 3 heads in a row, then you should be all set. If you do need a refresher the Khan Academy has some great lectures on the topic. There is no need for a background in Statistics. The beauty of Bayesian Statistics is it can be built up from basic probability.