When are Bayesian methods preferable to Frequentist?

Understanding the Differences Between Bayesian and Frequentist ...

The Theory That Would Not Die: How Bayes' Rule Cracked the Enigma Code, Hunted Down Russian Submarines, and Emerged Triumphant from Two Centuries of Controversy

Sharon Bertsch McGrayne

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Cover of The Theory That Would Not Die: How Bayes' Rule Cracked the Enigma Code, Hunted Down Russian Submarines, and Emerged Triumphant from Two Centuries of Controversy

Nate Silver The Signal and the Noise: Why So Many Predictions Fail-but Some Don't

Nate Silver The Signal and the Noise: Why So Many Predictions Fail-but Some Don't

Pedro Domingos The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World

Rhiannon Beaubien The Great Mental Models Volume 1: General Thinking Concepts