Introduction to Bayesian linear regression: An explanation of the Bayesian approach to linear modeling

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Who It’s For: Beginners to Bayesian modelling who are familiar with frequentist linear regression 

Why We Love It: This blog post is structured as a comparison between Bayesian and frequentist linear regression; there are figures throughout which compare the two methods and make it clear how they differ. There is also minimal jargon and only the most necessary equations are presented, which makes for an approachable entry point to Bayesian modelling.