Introduction to Bayesian Statistics
by William M. Bolstad · first published 2004
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3HN commenters
2014–2017first – last mentioned
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…understand their mindset first ). Tell it preacher! Also, if you still want a Bayesian stats book (which covers plenty of the material from a Frequentist intro stats course, too), William Bolstad's Introduction to Bayesian Statistics is as clear as anything I've ever read.
on “Statistics: Losing Ground to CS, Losing Image Among Students” ↗I took a step back and read Think Bayes by Downey and watched some of his youtube videos. Then Introduction to Bayesian Statistics by Bolstad is great once you're reading to deal with probabilities. Now I'm reading * Building probabilistic graphical models with Python (Karkera) * Mastering probabilistic graphical models using Python…
on “Probabilistic Reasoning in Intelligent Systems (1988) [pdf]” ↗William Bolstad - Introduction to Bayesian Statistics Or E.T. Jaynes - Probability Theory, The Logic of Science (but this one is much more detailed and has lots of philosophy) Or Ian Hacking - An Introduction to Probability and Inductive Logic (this is…
on “Introduction to Statistics using NumPy” ↗