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Dissertation (Thesis) Learning Resources

Bayesian Statistics

The traditional approach to statistics is sometimes described as frequentist. Bayesian is a bit different. I tend to be a bit ambivalent about which is "better". There are reasons to think both are useful in particular contexts. Getting started on this, I had only a vague idea of how the Bayesian approach worked, so I went looking for more information. A formal course is probably more to my liking, but I'll make due until I can work that out.

• Bayesian Statistics (Scholarpedia)

• Bayesian Statistics and Modeling (Nature)

• Bayesian Statistics (MIT) (video)

• Bayesian Statistics explained to Beginners in Simple English

• The Basics of Bayesian Statistics (Stats with R)

• Bayesian Statistics: A Beginner's Guide

• Bayesian Statistics, Inference, and Probability

• Bayesian Statistics (Science Direct)

• Introduction to Bayesian Data Analysis Part 1 (video)

Also check out the Bayesian Regression and Bayesian Time Series page.

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