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Bayes’ theorem, built from nothing but the definition of conditional probability. This is the complete intuition behind Bayesian statistics — priors, likelihoods, posteriors, and why updating your beliefs with evidence is one of the most powerful ideas in all of statistics. We derive Bayes’ theorem in three lines, then name its four ...
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